{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":155,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":155,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"17b142e8c47f","filters":{"venue":"Journal of Applied Phycology"}},"results":[{"id":"W2557056564","doi":"10.1007/s10811-016-0974-5","title":"Algae as nutritional and functional food sources: revisiting our understanding","year":2016,"lang":"en","type":"review","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":1524,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Biotechnology and Biological Sciences Research Council; Maine Sea Grant, University of Maine; National Oceanic and Atmospheric Administration; Directorate for Biological Sciences; Office of Experimental Program to Stimulate Competitive Research; National Science Foundation; Ministerio de Economía y Competitividad; University of Dundee; Ministry of Health, Labour and Welfare; Agence Nationale de la Recherche","keywords":"Algae; Health benefits; Biology; Functional food; Human health; Microbiome; Biotechnology; Natural resource economics; Ecology; Food science; Environmental health; Medicine","authors":[{"name":"Mark L. Wells","is_ca":false},{"name":"Philippe Potin","is_ca":false},{"name":"J. S. Craigie","is_ca":true},{"name":"John A. Raven","is_ca":false},{"name":"Sabeeha Merchant","is_ca":false},{"name":"Katherine E. Helliwell","is_ca":false},{"name":"Alison G. Smith","is_ca":false},{"name":"Mary Ellen Camire","is_ca":false},{"name":"Susan H. Brawley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1170447299272917,"gpt":0.2909792593203081,"spread":0.1739345293930164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004967782,0.0003412019,0.001222115,0.00009771968,0.0002596769,0.00007831209,0.0002730617,0.0003975526,0.0004533743],"category_scores_gemma":[0.00005384054,0.0001219125,0.0004269479,0.0002525598,0.0001115212,0.00008980596,0.0001336197,0.0005358128,0.0000353257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958414,"about_ca_system_score_gemma":0.0001003346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001251432,"about_ca_topic_score_gemma":0.000003272065,"domain_scores_codex":[0.998107,0.0001453518,0.0007411645,0.0003372353,0.000336402,0.0003328549],"domain_scores_gemma":[0.9973475,0.001053052,0.001249502,0.0000455401,0.000127243,0.0001771174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001842041,0.00009503638,0.00001552511,0.0007520004,0.0006387072,0.00002949635,0.00002225994,2.815538e-7,0.002054447,0.0173238,0.001703451,0.9771808],"study_design_scores_gemma":[0.0003790221,0.0005977951,0.0001358045,0.002100213,0.0002556913,0.001042145,0.0006308921,2.175705e-7,0.0000131682,0.01419323,0.980342,0.0003098056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002166463,0.991906,0.00005316393,0.0008576968,0.0004823314,0.0003754987,0.00007392501,0.00002331767,0.004061562],"genre_scores_gemma":[0.01664395,0.9782693,0.000134051,0.0002032345,0.004634012,0.00001935969,0.00004046674,0.000005495533,0.00005009449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9786386,"threshold_uncertainty_score":0.4971448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999528132","doi":"10.1007/s10811-006-9048-4","title":"A Simple 96-Well Microplate Method for Estimation of Total Polyphenol Content in Seaweeds","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":516,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyphenol; Nutraceutical; DPPH; Repeatability; Food science; Chemistry; Antioxidant; Chromatography; Botany; Biology; Biochemistry","authors":[{"name":"Qing Zhang","is_ca":false},{"name":"Junzeng Zhang","is_ca":false},{"name":"Jingkai Shen","is_ca":false},{"name":"Angelica Silva","is_ca":false},{"name":"Dorothy Dennis","is_ca":false},{"name":"Colin J. Barrow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02405913906755195,"gpt":0.2604217689350077,"spread":0.2363626298674558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003927388,0.0001194999,0.0003784341,0.00005291367,0.00004593196,0.00001369754,0.0001557052,0.0001211636,0.0001207316],"category_scores_gemma":[0.00002089762,0.00005262218,0.0001326469,0.0002019179,0.00006253467,0.0000479335,0.00003655138,0.0001386081,0.000002907323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006811645,"about_ca_system_score_gemma":0.00002000061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000410103,"about_ca_topic_score_gemma":0.000202058,"domain_scores_codex":[0.99892,0.00005435534,0.0005310321,0.0001406549,0.0001252803,0.0002286326],"domain_scores_gemma":[0.9987512,0.0005134245,0.0005129865,0.00003268372,0.0001443919,0.00004533752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006579503,0.0002163545,0.0005599693,0.000008185964,0.00002772518,0.000003298745,0.00004098939,0.001003681,0.9688727,0.001204225,0.0004443327,0.02696064],"study_design_scores_gemma":[0.003276798,0.002540525,0.3129363,0.00002477546,0.00009710333,0.0001541424,0.00101735,0.003754594,0.6373089,0.02976586,0.008750298,0.0003733892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961115,0.00005726078,0.00128591,0.0004790288,0.0001098437,0.0002959969,0.00001819622,0.000006591373,0.0016357],"genre_scores_gemma":[0.9892208,0.000002517264,0.01035922,0.0001388755,0.0001982986,0.00001171362,0.00001711515,0.00000153188,0.00004991275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3315638,"threshold_uncertainty_score":0.214587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036414628","doi":"10.1007/s10811-014-0428-x","title":"Chemical composition and nutritional properties of freshwater and marine microalgal biomass cultured in photobioreactors","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":416,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Natural Resources Canada; Agriculture and Agri-Food Canada","keywords":"Food science; Gallic acid; Phaeodactylum tricornutum; Chemistry; Leucine; Amino acid; Tetraselmis; Dry weight; Biology; Botany; Biochemistry; Antioxidant; Algae","authors":[{"name":"Sean M. Tibbetts","is_ca":true},{"name":"Joyce E. Milley","is_ca":true},{"name":"Santosh P. Lall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007325578496251831,"gpt":0.1924922881925492,"spread":0.1851667096962973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001724,0.000085287,0.0002371278,0.00009801215,0.00002287063,0.000004805534,0.00004937985,0.000169935,0.00004606886],"category_scores_gemma":[0.000009736862,0.00005923447,0.00002588231,0.00005187097,0.0002475545,0.00004294814,0.00003893013,0.0001556475,9.360434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001991604,"about_ca_system_score_gemma":0.00001025771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004437476,"about_ca_topic_score_gemma":0.00004416638,"domain_scores_codex":[0.9993986,0.00004245116,0.000291676,0.0001104626,0.00005473465,0.0001020021],"domain_scores_gemma":[0.9996693,0.00002473219,0.0001730631,0.00004042211,0.0000600274,0.00003246453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00122255,0.0001296909,0.002586843,0.0000472707,0.00003424369,0.00000169535,0.0001182399,0.00000184283,0.9931881,0.001524982,0.00009938873,0.001045176],"study_design_scores_gemma":[0.001398132,0.0001380969,0.00980211,0.0000177715,0.00002225828,0.0001919927,0.00004240767,0.00001772384,0.9821872,0.003798523,0.002303988,0.00007986107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989026,0.0001088253,0.000005727197,0.0003061798,0.00008281732,0.00006748408,0.000003424123,0.000003799489,0.0005191139],"genre_scores_gemma":[0.9986914,0.00003386966,0.0009895181,0.00007741522,0.000176218,0.000003466143,0.00001931144,0.000004419617,0.000004413842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100094,"threshold_uncertainty_score":0.2415511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046850796","doi":"10.1007/s10811-014-0304-8","title":"Seaweeds: an opportunity for wealth and sustainable livelihood for coastal communities","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":273,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Acadian Seaplants (Canada)","funders":"Bioforsk","keywords":"Livelihood; Natural resource economics; Geography; Agroforestry; Ecology; Fishery; Agricultural economics; Business; Economics; Biology; Agriculture","authors":[{"name":"Céline Rebours","is_ca":false},{"name":"Eliane Marinho‐Soriano","is_ca":false},{"name":"José A. Zertuche‐González","is_ca":false},{"name":"Leila Hayashi","is_ca":false},{"name":"Julio A. Vásquez","is_ca":false},{"name":"Paul Kradolfer","is_ca":false},{"name":"Gonzalo Soriano","is_ca":false},{"name":"R. Ugarte","is_ca":true},{"name":"Helena Abreu","is_ca":false},{"name":"Ingrid Bay-Larsen","is_ca":false},{"name":"Grete K. Hovelsrud","is_ca":false},{"name":"Rolf Rødven","is_ca":false},{"name":"Daniel Robledo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02032192322699145,"gpt":0.2343850716255617,"spread":0.2140631483985702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164777,0.0001061004,0.0003169554,0.000106181,0.0002458562,0.00002975175,0.0001896728,0.00009866046,0.000216006],"category_scores_gemma":[0.00004122369,0.00008325219,0.00004659238,0.00004146891,0.0001146469,0.0001151543,0.00002774845,0.0001602383,0.000001169564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002574847,"about_ca_system_score_gemma":0.0001554608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374947,"about_ca_topic_score_gemma":0.007296703,"domain_scores_codex":[0.9991321,0.00008440632,0.0002817601,0.00008638766,0.00006306065,0.0003523001],"domain_scores_gemma":[0.9986073,0.0006881699,0.0002614764,0.00008665035,0.0001506529,0.0002058021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007748642,0.0002886221,0.02998762,0.000605887,0.0002212587,0.00001923937,0.002417064,0.0006786797,0.0003605311,0.0709273,0.009679344,0.8770658],"study_design_scores_gemma":[0.005094643,0.01713476,0.04140908,0.00001467915,0.0001305185,0.0004984937,0.03592249,0.009219796,0.0001866493,0.1691829,0.720703,0.0005030202],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444054,0.00007902433,0.005249656,0.0005949252,0.0002843741,0.0006436127,0.0002048663,0.00001706336,0.04852109],"genre_scores_gemma":[0.9960691,0.00005638331,0.002041548,0.0009763551,0.0002989578,0.000004179738,0.000169069,0.000003733582,0.0003806439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8765628,"threshold_uncertainty_score":0.4071732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069037632","doi":"10.1007/s10811-014-0459-3","title":"Heterotrophic and mixotrophic cultivation of microalgae for biodiesel production in agricultural wastewaters and associated challenges—a critical review","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":225,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Dalhousie University","funders":"","keywords":"Mixotroph; Biomass (ecology); Heterotroph; Biodiesel; Biofuel; Agriculture; Biodiesel production; Environmental science; Biochemical engineering; Biotechnology; Biology; Ecology; Engineering; Bacteria","authors":[{"name":"Joshua Lowrey","is_ca":true},{"name":"Marianne Su‐Ling Brooks","is_ca":true},{"name":"Patrick J. McGinn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02321663152656048,"gpt":0.2493000425375612,"spread":0.2260834110110007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006808636,0.0001125822,0.000404317,0.00009798276,0.00004808896,0.000003719467,0.00005394294,0.0001767765,0.000004683626],"category_scores_gemma":[0.0003987098,0.00007822102,0.00004491314,0.00008671494,0.0001827147,0.00007419266,0.00002009858,0.000181349,6.247863e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003500391,"about_ca_system_score_gemma":0.00001019959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005017793,"about_ca_topic_score_gemma":0.00001950036,"domain_scores_codex":[0.9989998,0.0001302556,0.0004614651,0.0001859999,0.00006607312,0.0001564093],"domain_scores_gemma":[0.9992523,0.0001148427,0.0003366878,0.00006176721,0.0001992072,0.00003516363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001224626,0.0003157772,0.0005116607,0.002072566,0.0001695332,0.000001530557,0.0005784471,0.00008302277,0.9507687,0.01018934,0.0005638143,0.033521],"study_design_scores_gemma":[0.01210652,0.009881074,0.6069276,0.003253734,0.001125865,0.001174378,0.001183015,0.0001864751,0.2411053,0.1078539,0.01373777,0.001464287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875182,0.005339088,0.00001278216,0.006425229,0.0002904549,0.0002666906,0.000001610753,0.000006827464,0.0001391385],"genre_scores_gemma":[0.9937666,0.005355761,0.0004855743,0.0001275846,0.0002238398,0.00001802161,0.000008589459,0.000005808815,0.000008235948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7096633,"threshold_uncertainty_score":0.3189761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997710540","doi":"10.1007/s10811-013-0014-7","title":"On the human consumption of the red seaweed dulse (Palmaria palmata (L.) Weber &amp; Mohr)","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":221,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Danmarks Grundforskningsfond","keywords":"Algae; Nova scotia; Biology; Ingredient; Red algae; Botany; Food science; Ecology; Geography; Archaeology","authors":[{"name":"Ole G. Mouritsen","is_ca":false},{"name":"Christine Dawczynski","is_ca":false},{"name":"Lars Duelund","is_ca":false},{"name":"Gerhard Jahreis","is_ca":false},{"name":"Walter Vetter","is_ca":false},{"name":"Markus Schröder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03579464557113995,"gpt":0.2359328385656146,"spread":0.2001381929944746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004176247,0.0001503742,0.0002845218,0.00002293112,0.0002505167,0.0000352813,0.0006731877,0.0001469696,0.003467782],"category_scores_gemma":[0.00007268781,0.00004136476,0.0001690708,0.0002143043,0.0003110747,0.00005938363,0.0001350834,0.0003981754,0.00008142668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004660911,"about_ca_system_score_gemma":0.00001479956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008899269,"about_ca_topic_score_gemma":0.0001557252,"domain_scores_codex":[0.9987084,0.0001846295,0.0004349336,0.0001570425,0.0002877947,0.0002272536],"domain_scores_gemma":[0.9981126,0.000782931,0.0006948157,0.0001369724,0.0002046066,0.00006809217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001115125,0.0001422583,0.002546281,0.000003592918,0.00006543841,8.692712e-7,0.0000769979,0.000008893927,0.9753692,0.00591561,0.01285214,0.002907166],"study_design_scores_gemma":[0.0006673567,0.0004406833,0.9062302,0.0000294466,0.00006270251,0.00004818911,0.0003305739,0.00001283388,0.03439635,0.03230597,0.02528344,0.0001922347],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856867,0.00002073985,0.000001790545,0.00575383,0.0002500837,0.0003585665,0.000006890656,0.000009097312,0.007912263],"genre_scores_gemma":[0.9985082,0.00001226633,0.00005737438,0.0008893833,0.0002429479,0.00001647068,0.000004811194,0.000001746008,0.0002668547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9409729,"threshold_uncertainty_score":0.9974432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116731237","doi":"10.1007/s10811-007-9280-6","title":"Rapid bioassays to evaluate the plant growth promoting activity of Ascophyllum nodosum (L.) Le Jol. using a model plant, Arabidopsis thaliana (L.) Heynh","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Plant Growth Enhancement Techniques","field":"Agricultural and Biological Sciences","cited_by":214,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada); Nova Scotia Department of Agriculture","funders":"Atlantic Canada Opportunities Agency","keywords":"Bioassay; Ascophyllum; Arabidopsis thaliana; Arabidopsis; Biology; Botany; Shoot; Algae; Gene; Biochemistry; Ecology","authors":[{"name":"Prasanth Rayorath","is_ca":true},{"name":"M. N. Jithesh","is_ca":true},{"name":"A. Hossein Farid","is_ca":true},{"name":"Wajahatullah Khan","is_ca":true},{"name":"Ravishankar Palanisamy","is_ca":true},{"name":"S. D. Hankins","is_ca":true},{"name":"Alan T. Critchley","is_ca":true},{"name":"Balakrishnan Prithiviraj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04915433668229784,"gpt":0.2612780860255979,"spread":0.2121237493433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00222985,0.0002236034,0.0005133919,0.00009017442,0.0002078133,0.00002648778,0.0005894922,0.0001711776,0.00004715378],"category_scores_gemma":[0.00006624765,0.00008827863,0.0001568694,0.0004395024,0.000113123,0.0001235971,0.0001454976,0.0003617181,0.000003167542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007650087,"about_ca_system_score_gemma":0.00006739227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244033,"about_ca_topic_score_gemma":0.0001478276,"domain_scores_codex":[0.9980488,0.0001127752,0.0006449607,0.0002508036,0.0004579707,0.0004847079],"domain_scores_gemma":[0.9984701,0.0004447128,0.000688048,0.00008734984,0.0001704241,0.0001393126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006607185,0.00021036,0.0003561392,0.00001714214,0.00006483202,0.00001634058,0.0002195429,0.00009759358,0.9891404,0.0005846225,0.0006861292,0.007946172],"study_design_scores_gemma":[0.0004104225,0.0008147812,0.007390439,0.00007502893,0.00007969892,0.0001534647,0.0002614053,0.002738026,0.9843165,0.002959833,0.0005415904,0.000258787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952604,0.00004795185,0.001371872,0.0008312948,0.0001356434,0.0004712791,0.0000833876,0.00002904315,0.001769131],"genre_scores_gemma":[0.997095,0.00004318308,0.002298773,0.0002837351,0.0002533426,0.000009159805,0.000006829139,0.000003283997,0.000006676123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007687385,"threshold_uncertainty_score":0.3599898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031987881","doi":"10.1007/s10811-013-0162-9","title":"Seaweeds for animal production use","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":211,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Ascophyllum; Prebiotic; Kelp; Biology; Food science; Animal feed; Productivity; Algae; Brown seaweed; Laminaria; Biotechnology; Botany","authors":[{"name":"Franklin Evans","is_ca":true},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03258818723311199,"gpt":0.2255652586477412,"spread":0.1929770714146292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001927531,0.0001053401,0.0002170553,0.00002652473,0.000106465,0.00005444932,0.0001921053,0.0001027858,0.0003885337],"category_scores_gemma":[0.00006521829,0.00003963025,0.0001061927,0.0001701108,0.00007754063,0.0002243531,0.00003434762,0.0001480447,0.00002626556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004459677,"about_ca_system_score_gemma":0.00001383175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002705769,"about_ca_topic_score_gemma":0.00002142467,"domain_scores_codex":[0.9991959,0.00002752161,0.0002747726,0.0001528984,0.0001249352,0.00022393],"domain_scores_gemma":[0.9989684,0.0002752641,0.0002988155,0.00003411888,0.0003372763,0.00008615132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000304632,0.0001021395,0.0007965282,0.000002715912,0.00003414869,7.735032e-7,0.00003550391,0.000005232953,0.9590996,0.0004747898,0.008686173,0.03045776],"study_design_scores_gemma":[0.0006985436,0.003008114,0.6854838,0.000008994794,0.00006449888,0.0001399662,0.0008084126,0.0000457779,0.1435179,0.008695165,0.1572184,0.0003103653],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956028,0.00001908142,0.00001640092,0.002751697,0.000366616,0.0003786555,0.000003555969,0.00001549573,0.0008456967],"genre_scores_gemma":[0.9968302,0.000008873962,0.001384788,0.0003806822,0.001219358,0.00003283273,0.000005295602,0.000001268444,0.0001366547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8155817,"threshold_uncertainty_score":0.4254171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810246975","doi":"10.1007/s10811-018-1560-9","title":"Microalgae disruption techniques for product recovery: influence of cell wall composition","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":199,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Cell disruption; Cell wall; Raw material; Biochemical engineering; Sonication; Biomass (ecology); Pulp and paper industry; Commodity chemicals; Biorefinery; Cell structure; Lysis; Process engineering; Chemistry; Chromatography; Biochemistry; Biological system; Biology; Organic chemistry; Engineering","authors":[{"name":"Mariam Alhattab","is_ca":true},{"name":"Azadeh Kermanshahi‐pour","is_ca":true},{"name":"Marianne Su‐Ling Brooks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008463048278810637,"gpt":0.2468720357122972,"spread":0.2384089874334865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004432131,0.0001095463,0.0002699089,0.0001377705,0.00007782596,0.000005097583,0.0001523106,0.0001763291,0.0000433766],"category_scores_gemma":[0.00002008985,0.00008925797,0.00008307844,0.0001174938,0.0002337518,0.0001032003,0.00002370213,0.0001597325,0.00001125709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005617433,"about_ca_system_score_gemma":0.00004852886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001734538,"about_ca_topic_score_gemma":0.000009928421,"domain_scores_codex":[0.9990879,0.00004602264,0.0004617507,0.000170173,0.00007283586,0.000161314],"domain_scores_gemma":[0.9986684,0.00005709516,0.0006878683,0.000134709,0.000421418,0.00003055352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002353428,0.0001561696,0.000124294,0.00005681652,0.00003817043,5.594123e-7,0.0001510191,0.00009522902,0.9833087,0.001572788,0.0006799452,0.01146289],"study_design_scores_gemma":[0.0004287552,0.001675733,0.00344382,0.00001268539,0.00005911242,0.00005089391,0.00002033679,0.000007111262,0.9645594,0.01370068,0.01594294,0.00009846206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957491,0.00005842406,0.00086805,0.000307052,0.000313744,0.000279669,0.000004811588,0.00002012003,0.002399014],"genre_scores_gemma":[0.988113,0.00004667564,0.01067415,0.000239687,0.0008444885,0.00001469693,0.00001451008,0.00001049329,0.00004228525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874923,"threshold_uncertainty_score":0.3639835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980284928","doi":"10.1007/s10811-010-9547-1","title":"Commercial extract from the brown seaweed Ascophyllum nodosum reduces fungal diseases in greenhouse cucumber","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Plant Growth Enhancement Techniques","field":"Agricultural and Biological Sciences","cited_by":186,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; Acadian Seaplants (Canada)","funders":"","keywords":"Biology; Chitinase; Fungicide; Phenylalanine ammonia-lyase; Botrytis cinerea; Fusarium oxysporum; Trichoderma; Horticulture; Polyphenol oxidase; Alternaria; Botany; Peroxidase; Enzyme","authors":[{"name":"J. Jayaraj","is_ca":false},{"name":"Jeff Norrie","is_ca":true},{"name":"Zamir K. Punja","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01324615752506625,"gpt":0.2310912018622222,"spread":0.217845044337156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003449245,0.0001636553,0.0003331344,0.00002652729,0.0001239441,0.00004821859,0.0006487639,0.0001802781,0.0008642446],"category_scores_gemma":[0.00005220578,0.00005843523,0.0001001192,0.0002170752,0.0001611531,0.0001308596,0.00009424233,0.0007113799,0.00002078572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265414,"about_ca_system_score_gemma":0.000028624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004362126,"about_ca_topic_score_gemma":0.004929245,"domain_scores_codex":[0.9987517,0.00008828069,0.000455917,0.0001845842,0.0002250394,0.0002945043],"domain_scores_gemma":[0.9985681,0.0008094778,0.000388885,0.00007290172,0.00005779883,0.0001028341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004142113,0.0002570891,0.02352729,0.000001307823,0.00002550529,0.00002994026,0.0000662052,0.000001145472,0.9085087,0.0001577285,0.008775521,0.05823533],"study_design_scores_gemma":[0.0004989554,0.0003337459,0.912243,0.00001741379,0.00004719564,0.00004011578,0.0001201718,0.000009918012,0.04830661,0.00287091,0.03530193,0.0002100089],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951183,0.00007173124,0.000002906814,0.001885411,0.0004635997,0.0002110336,0.0000732515,0.00003244609,0.002141347],"genre_scores_gemma":[0.9975487,0.00005713156,0.0002636877,0.0007339293,0.001329307,0.00001590506,0.00002079449,0.000002069626,0.0000284515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8887157,"threshold_uncertainty_score":0.9462873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1587703147","doi":"10.1023/a:1008168128654","title":"Nitrogen and phosphorus removal by high latitude mat-forming cyanobacteria for potential use in tertiary wastewater treatment","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":166,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; WSP (Canada); Centre de Recherche en Sciences Animales de Deschambault","funders":"","keywords":"Cyanobacteria; Nitrogen; Phosphorus; Nutrient; Nitrate; Effluent; Biology; Nitrogen fixation; Bacteria; Botany; Oscillatoria; Phosphate; Strain (injury); Chemistry; Ecology; Environmental engineering; Environmental science; Biochemistry","authors":[{"name":"Pierre Chevalier","is_ca":false},{"name":"Daniel Proulx","is_ca":true},{"name":"Paul Lessard","is_ca":true},{"name":"Warwick F. Vincent","is_ca":true},{"name":"J. de la Noüe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007121721516862983,"gpt":0.1897547264871479,"spread":0.1826330049702849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001172696,0.0001337664,0.0003021041,0.00001950119,0.00008039764,0.00003528473,0.0001007527,0.0001662308,0.0005516754],"category_scores_gemma":[0.000002112049,0.00005383699,0.00007433288,0.00005095571,0.00005748688,0.00008725037,0.00002383639,0.00008794138,0.000005355767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005497698,"about_ca_system_score_gemma":0.00001233473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001820561,"about_ca_topic_score_gemma":0.0002386988,"domain_scores_codex":[0.9991271,0.00002588684,0.000355544,0.000162361,0.00004660693,0.0002824574],"domain_scores_gemma":[0.999667,0.00006258021,0.0001456132,0.00002852208,0.00002239059,0.0000739084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001096497,0.0001976494,0.001443362,0.000003127933,0.00004701192,0.00004076979,0.00006753032,0.00002973086,0.9208456,0.00006801234,0.0008377081,0.07532296],"study_design_scores_gemma":[0.008636935,0.005584957,0.2169306,0.00003415938,0.0002503543,0.0017262,0.0003543778,0.00009473765,0.2218071,0.005345595,0.5384226,0.0008123629],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986817,0.0001011088,9.730919e-7,0.0007227922,0.00012984,0.0002481747,0.00004683203,0.000005661765,0.00006290468],"genre_scores_gemma":[0.9979031,0.0003107029,0.001031138,0.0003976008,0.0001919874,0.0000121727,0.00002855641,0.000001905639,0.0001228073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6990386,"threshold_uncertainty_score":0.6040459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061345323","doi":"10.1007/s10811-011-9720-1","title":"On-land cultivation of functional seaweed products for human usage","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":165,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Commercialization; Business; Traceability; Arable land; Sustainability; Biotechnology; Natural resource; Production (economics); Quality (philosophy); Environmental resource management; Natural resource economics; Agriculture; Environmental science; Ecology; Biology; Engineering; Economics; Marketing","authors":[{"name":"Jeff T. Hafting","is_ca":true},{"name":"Alan T. Critchley","is_ca":true},{"name":"M. Lynn Cornish","is_ca":true},{"name":"Scott A. Hubley","is_ca":true},{"name":"Allan F. Archibald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08143252753847514,"gpt":0.2441216709183156,"spread":0.1626891433798405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802211,0.00009745892,0.0002270836,0.00003638012,0.00009750544,0.000006536738,0.0001631292,0.00008863283,0.0003045117],"category_scores_gemma":[0.00005141532,0.00003883404,0.00008221718,0.0001637881,0.00009496148,0.00005468823,0.00002331454,0.0001221039,0.000003836373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003077135,"about_ca_system_score_gemma":0.00001763719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001896424,"about_ca_topic_score_gemma":0.00002318375,"domain_scores_codex":[0.9992166,0.00002942118,0.0003116413,0.0001428928,0.0001529009,0.000146577],"domain_scores_gemma":[0.9988993,0.0002354462,0.0004659644,0.00003503119,0.0003200825,0.00004411804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001039188,0.0003149699,0.0008998458,0.000007019183,0.00005325378,9.539406e-7,0.00009828063,0.000006910569,0.9852046,0.005400236,0.001108445,0.005866328],"study_design_scores_gemma":[0.001330646,0.003648756,0.6253622,0.00001371488,0.00005043819,0.00002186917,0.0002528194,0.000008468086,0.3313432,0.03102731,0.006760068,0.0001805321],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925942,0.000009075037,0.00006292535,0.0002136766,0.0002151795,0.0002301532,0.000009694148,0.000007255834,0.006657835],"genre_scores_gemma":[0.998774,0.000001808833,0.0005039275,0.0001519199,0.0004479591,0.00001110459,0.0000157873,0.000001154632,0.00009232171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6538614,"threshold_uncertainty_score":0.333419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997659764","doi":"10.1023/b:japh.0000047779.31105.ec","title":"Extraction, isolation and cadmium binding of alginate from Sargassum spp.","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Cadmium; Extraction (chemistry); Chemistry; Biosorption; Yield (engineering); Chromatography; Sargassum; Nuclear chemistry; Metal; Adsorption; Botany; Algae; Organic chemistry; Biology","authors":[{"name":"Thomas A. Davis","is_ca":true},{"name":"Miriam Suárez Ramírez","is_ca":false},{"name":"Alfonso Mucci","is_ca":true},{"name":"Bjorn Larsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007189540532674558,"gpt":0.2297915098730202,"spread":0.2226019693403456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001822123,0.0000788245,0.0001723496,0.00007246536,0.0000498221,0.000007876804,0.000079518,0.00009268553,0.001574723],"category_scores_gemma":[0.00000919231,0.00006642023,0.0000456745,0.0001192287,0.0001311894,0.0001317357,0.00003547055,0.0001552819,0.00007996654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021575,"about_ca_system_score_gemma":0.00001763576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003734362,"about_ca_topic_score_gemma":0.00001446165,"domain_scores_codex":[0.9992599,0.00001545343,0.000335893,0.0001045596,0.0001705952,0.0001136149],"domain_scores_gemma":[0.9993505,0.00003129004,0.0004720986,0.00005890047,0.00001318027,0.00007401421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001508152,0.00007269112,0.002385917,0.00000222962,0.00001970456,0.000006886417,0.0001874988,0.0009372752,0.9925686,0.0008233866,0.0003007053,0.002544308],"study_design_scores_gemma":[0.006418823,0.0009030863,0.5238742,0.00004249715,0.0001873475,0.0007421942,0.00104403,0.0004969425,0.369829,0.05503784,0.04091173,0.0005123214],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920715,0.00002086175,0.003131192,0.0004098306,0.0002064613,0.00006508672,0.000006086819,0.00000603373,0.004082914],"genre_scores_gemma":[0.9954903,0.00003829452,0.004211789,0.0001130378,0.00007762775,5.068562e-7,0.000001889664,0.000005747098,0.00006076882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6227396,"threshold_uncertainty_score":0.999338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019469236","doi":"10.1007/s10811-013-0116-2","title":"Cultivation of tropical red seaweeds in the BIMP-EAGA region","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":130,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Geography; Agriculture; Agroforestry; Tropics; Fishery; Biology; Ecology","authors":[{"name":"Anicia Q. Hurtado","is_ca":false},{"name":"Grevo S. Gerung","is_ca":false},{"name":"Suhaimi Md Yasir","is_ca":false},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01392012547505732,"gpt":0.1988472956978575,"spread":0.1849271702228002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920785,0.00006009246,0.0001898314,0.0001075378,0.00002091482,0.000007520952,0.00019915,0.00008869533,0.0006663129],"category_scores_gemma":[0.00002085942,0.00003366813,0.00004103113,0.0001605114,0.00006357903,0.00006407357,0.000008294059,0.00020771,0.00001805154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002327273,"about_ca_system_score_gemma":0.00003120276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005765414,"about_ca_topic_score_gemma":0.0006603019,"domain_scores_codex":[0.9992753,0.00008186461,0.0003363193,0.00006561931,0.0001078962,0.0001329608],"domain_scores_gemma":[0.9993736,0.0002281744,0.0002542719,0.00006935919,0.00004386414,0.00003073718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001105988,0.0001591107,0.6034849,0.00003137541,0.00005824292,0.00005385327,0.001206883,0.0007177862,0.005985147,0.003998981,0.01334083,0.3698569],"study_design_scores_gemma":[0.0004906644,0.000504529,0.9804416,0.000004189412,0.000008815106,0.0001582923,0.0005607349,0.0002500018,0.0001847888,0.007434147,0.009911784,0.00005049751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625573,0.00002115913,0.00005667045,0.001458083,0.0001124579,0.0001265306,0.000001342722,0.000001926169,0.03566449],"genre_scores_gemma":[0.9990848,0.00003519971,0.0001935535,0.0004756845,0.0001321099,9.499308e-7,0.000008776473,9.134898e-7,0.00006805074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769567,"threshold_uncertainty_score":0.7295659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021243607","doi":"10.1007/s10811-011-9772-2","title":"Mixotrophic and photoautotrophic cultivation of 14 microalgae isolates from Saskatchewan, Canada: potential applications for wastewater remediation for biofuel production","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan; Plant Biotechnology Institute; Institute for Marine Biosciences","funders":"Agriculture and Agri-Food Canada","keywords":"Mixotroph; Scenedesmus; Biomass (ecology); Chlorella sorokiniana; Biology; Biofuel; Productivity; Botany; Fatty acid methyl ester; Chlorophyta; Food science; Algae; Biotechnology; Chlorella; Biodiesel; Agronomy; Heterotroph; Bacteria; Biochemistry","authors":[{"name":"Kyoung C. Park","is_ca":true},{"name":"Crystal G. Whitney","is_ca":true},{"name":"Jesse McNichol","is_ca":true},{"name":"Kathryn E. Dickinson","is_ca":true},{"name":"Scott P. MacQuarrie","is_ca":true},{"name":"Blair P. Skrupski","is_ca":true},{"name":"Jitao Zou","is_ca":true},{"name":"Kenneth E. Wilson","is_ca":true},{"name":"Stephen J. B. O’Leary","is_ca":true},{"name":"Patrick J. McGinn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01225735062664818,"gpt":0.2001724552077633,"spread":0.1879151045811151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448007,0.00014594,0.00031914,0.0001195364,0.0001221665,0.000005033234,0.000115042,0.0002328856,0.00003742547],"category_scores_gemma":[0.00003670507,0.0001215793,0.00007409981,0.0001024715,0.0001221315,0.00009051499,0.00001863211,0.0001446883,7.732257e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008062469,"about_ca_system_score_gemma":0.000214391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006420725,"about_ca_topic_score_gemma":0.02505434,"domain_scores_codex":[0.9988487,0.00003455327,0.0005908744,0.000256727,0.00008160718,0.0001875027],"domain_scores_gemma":[0.9985276,0.00006674664,0.0007864401,0.000134661,0.0004357444,0.00004883435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002434656,0.0001243773,0.0002991889,0.00007876431,0.0001884628,3.498138e-7,0.0005349283,0.0001060477,0.9874594,0.0007049404,0.0004331227,0.007635803],"study_design_scores_gemma":[0.001916961,0.0006188272,0.01183275,0.00001277895,0.0003108234,0.00003575646,0.0007936397,0.0001015978,0.9151484,0.06290985,0.0060935,0.0002251283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937924,0.000185557,0.003861308,0.0004510278,0.0007819636,0.0008201399,0.00004621299,0.00001112783,0.00005024113],"genre_scores_gemma":[0.9875252,0.00004322654,0.0110448,0.00007513774,0.0009779622,0.0001419593,0.0001190957,0.00001732871,0.00005531172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07231098,"threshold_uncertainty_score":0.9927359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089392574","doi":"10.1007/s10811-020-02246-6","title":"A concise review of the brown macroalga Ascophyllum nodosum (Linnaeus) Le Jolis","year":2020,"lang":"en","type":"review","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":122,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University; Dalhousie University","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Ascophyllum; Frond; Intertidal zone; Biology; Rocky shore; Botany; Holdfast; Ecology; Algae","authors":[{"name":"Leonel Pereira","is_ca":false},{"name":"Liam Morrison","is_ca":false},{"name":"Pushp Sheel Shukla","is_ca":true},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03427215421604725,"gpt":0.2716408560033496,"spread":0.2373687017873023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006002553,0.0004538871,0.002977983,0.00003820167,0.0001329441,0.0000277682,0.001737755,0.0004061221,0.0007165629],"category_scores_gemma":[0.0001725242,0.0001429694,0.001492119,0.0009639409,0.0003367561,0.00005325146,0.0004268835,0.001052304,0.00004240562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179807,"about_ca_system_score_gemma":0.0003958801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000196127,"about_ca_topic_score_gemma":0.00001524413,"domain_scores_codex":[0.9968675,0.0004190608,0.001534417,0.0003589329,0.0004680959,0.0003520405],"domain_scores_gemma":[0.995352,0.000704427,0.0032701,0.0001714175,0.0003255225,0.0001765762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005658143,0.0001360634,0.000002882756,0.008144046,0.0003196193,0.00002332385,0.00001661673,1.241403e-7,0.00223825,0.000414993,0.01505011,0.9735974],"study_design_scores_gemma":[0.0001887093,0.0003036188,0.0001285164,0.009203929,0.0006250194,0.0001552398,0.00003683595,2.768948e-7,0.000119064,0.0002514121,0.9887425,0.0002448604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001073996,0.9906805,0.000001378876,0.001505531,0.0006076256,0.0008831822,0.00007913358,0.00001246542,0.006122825],"genre_scores_gemma":[0.0006940699,0.996253,0.0000963364,0.001857734,0.0009850364,0.00003033494,0.00001934899,0.000006285715,0.00005785702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9736924,"threshold_uncertainty_score":0.7845861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996954753","doi":"10.1007/s10811-009-9483-0","title":"Improved methods of analysis for betaines in Ascophyllum nodosum and its commercial seaweed extracts","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":122,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada); Institute for Marine Biosciences","funders":"","keywords":"Betaine; Ascophyllum; Dry weight; Glycine; Brown seaweed; Algae; Botany; Food science; Chemistry; Biology; Biochemistry; Amino acid","authors":[{"name":"Shawna L. MacKinnon","is_ca":true},{"name":"David Hiltz","is_ca":true},{"name":"R. Ugarte","is_ca":true},{"name":"Cheryl Craft","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02052469043729523,"gpt":0.2874690799368624,"spread":0.2669443894995672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008091034,0.0001051308,0.0005854225,0.0003611693,0.00003228193,0.000008288112,0.0001522972,0.0001253644,0.0001865805],"category_scores_gemma":[0.00004845154,0.00008087116,0.0001074474,0.0003279348,0.00004167046,0.00006164172,0.0000104969,0.0001638307,5.797278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002448861,"about_ca_system_score_gemma":0.00004768354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002749637,"about_ca_topic_score_gemma":0.002480724,"domain_scores_codex":[0.9990263,0.00008419612,0.0004883165,0.0001255409,0.00006499002,0.0002106491],"domain_scores_gemma":[0.9988928,0.0005009406,0.0003963059,0.00006090012,0.00007273527,0.00007636168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003074078,0.000128915,0.03894222,0.00004093918,0.0003780331,0.00001712943,0.0002229808,0.001380137,0.04517683,0.0006351121,0.0001095574,0.909894],"study_design_scores_gemma":[0.001979305,0.002245168,0.9700026,0.000005521558,0.0003911279,0.00004862968,0.0001656602,0.009795784,0.004853664,0.0057047,0.004606573,0.0002012741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894683,0.0003204172,0.001464125,0.00042963,0.0001465439,0.0002096943,0.0000362501,0.000003371118,0.00792163],"genre_scores_gemma":[0.9914702,0.00005733004,0.007945972,0.0003260951,0.0001117099,5.693303e-7,0.00002395445,0.000001411149,0.00006275954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9310604,"threshold_uncertainty_score":0.329783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032519598","doi":"10.1007/s10811-020-02143-y","title":"The COVID 19 novel coronavirus pandemic 2020: seaweeds to the rescue? Why does substantial, supporting research about the antiviral properties of seaweed polysaccharides seem to go unrecognized by the pharmaceutical community in these desperate times?","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":116,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Algae; Green algae; Biology; Carrageenan; Pandemic; Brown algae; Coronavirus disease 2019 (COVID-19); Polysaccharide; Coronavirus; Virology; Microbiology; Ecology; Biochemistry; Medicine; Infectious disease (medical specialty); Disease","authors":[{"name":"Leonel Pereira","is_ca":false},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2215417009480609,"gpt":0.3830979089705889,"spread":0.1615562080225281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008451452,0.0002778038,0.0005244797,0.00003935283,0.001467893,0.0002390026,0.002441403,0.0001498233,0.0001667244],"category_scores_gemma":[0.001273304,0.00006783502,0.0001721287,0.001372426,0.001146981,0.0001084103,0.0007651789,0.002119505,0.00002156071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492687,"about_ca_system_score_gemma":0.0001935241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633677,"about_ca_topic_score_gemma":0.004592513,"domain_scores_codex":[0.9949356,0.002302582,0.0009205643,0.0002971551,0.0007347681,0.0008093425],"domain_scores_gemma":[0.9937797,0.004831776,0.0004305087,0.0002130909,0.000437465,0.0003074939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004640679,0.0001693374,0.001685567,0.00001041767,0.0001186511,0.000005365176,0.005737166,0.00007374227,0.967216,0.0001201265,0.004193865,0.01602909],"study_design_scores_gemma":[0.003112501,0.002961446,0.03488811,0.00009191614,0.000185895,0.0001689098,0.07468389,0.0008278438,0.5428419,0.001126901,0.3383817,0.0007289544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9105467,0.000483483,0.0000150186,0.08728652,0.0001472476,0.001108912,0.00005652468,0.00001844808,0.0003371489],"genre_scores_gemma":[0.9884208,0.0002459023,0.00003308507,0.01077728,0.0003701777,0.00006114467,0.000004123967,0.000006506962,0.00008095815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4243741,"threshold_uncertainty_score":0.999832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009974386","doi":"10.1007/s10811-012-9968-0","title":"Anaerobic digestates are useful nutrient sources for microalgae cultivation: functional coupling of energy and biomass production","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":100,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; National Research Council Canada","funders":"University of Guelph","keywords":"Digestate; Manure; Anaerobic digestion; Biomass (ecology); Nutrient; Biogas; Agronomy; Chemistry; Biology; Ecology","authors":[{"name":"William J. Bjornsson","is_ca":true},{"name":"Kathryn E. Dickinson","is_ca":true},{"name":"Patrick J. McGinn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01390218096298542,"gpt":0.2099024085980898,"spread":0.1960002276351044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002404181,0.0001335872,0.0002969625,0.0001785402,0.0001319662,0.00001260985,0.00007694213,0.0001777208,0.00007739952],"category_scores_gemma":[0.00005030172,0.0001041609,0.00006973858,0.0001520353,0.0002067671,0.0001310882,0.00002506404,0.0001057565,0.000002318307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004200286,"about_ca_system_score_gemma":0.00003837599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003052995,"about_ca_topic_score_gemma":0.0000188571,"domain_scores_codex":[0.9990219,0.00001753222,0.0004803779,0.0002116255,0.00009519958,0.0001733065],"domain_scores_gemma":[0.9985116,0.000110187,0.0007944861,0.00008994538,0.0004450904,0.00004870777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001159634,0.0002314635,0.009234739,0.00008626658,0.0002460172,7.978263e-7,0.0001758763,0.001942032,0.9714875,0.009962938,0.003162387,0.002310359],"study_design_scores_gemma":[0.001556661,0.0006930949,0.1112864,0.00003086513,0.0001095927,0.0001290879,0.0008607143,0.0001199211,0.8308249,0.0287548,0.02540141,0.0002325935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996498,0.0004352866,0.001046366,0.001075165,0.0006646075,0.0001837723,0.000002980398,0.0000130442,0.00008071384],"genre_scores_gemma":[0.9979545,0.000123145,0.0009980187,0.00007939243,0.0006736122,0.00003714519,0.00002512265,0.00001176273,0.00009723916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406627,"threshold_uncertainty_score":0.4247558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089022984","doi":"10.1007/s10811-006-9044-8","title":"Changes in the Brown Seaweed Ascophyllum Nodosum (L.) Le Jol. Plant Morphology and Biomass Produced by Cutter Rake Harvests in Southern New Brunswick, Canada","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Bedford Institute of Oceanography; Acadian Seaplants (Canada)","funders":"","keywords":"Ascophyllum; Biology; Intertidal zone; Shoot; Biomass (ecology); Brown seaweed; Biomass partitioning; Productivity; Habitat; Epiphyte; Agronomy; Botany; Ecology; Horticulture; Algae","authors":[{"name":"R. Ugarte","is_ca":true},{"name":"G. J. Sharp","is_ca":true},{"name":"Bruce Roger Moore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0065926620707141,"gpt":0.1684448184962908,"spread":0.1618521564255767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000422875,0.0001650056,0.0003674664,0.0001558228,0.00005240063,0.0000259889,0.000293972,0.0001371214,0.0002446972],"category_scores_gemma":[0.00001067039,0.0001105774,0.0000245796,0.0001955524,0.00009374729,0.00004679233,0.00002390182,0.0003434273,0.000007308987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009876021,"about_ca_system_score_gemma":0.0007435729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9057701,"about_ca_topic_score_gemma":0.995081,"domain_scores_codex":[0.9987166,0.0001361263,0.0003850398,0.0002184609,0.0001524253,0.0003913628],"domain_scores_gemma":[0.9993377,0.0002073999,0.0002510078,0.0001100281,0.00001819659,0.00007566948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001865863,0.000201093,0.8132687,0.00005649278,0.00007928606,0.001324195,0.0008772191,0.0002986409,0.04833793,0.000388214,0.09490693,0.03839541],"study_design_scores_gemma":[0.00375226,0.0007740786,0.8616021,0.00001781903,0.00003265635,0.001358576,0.001425752,0.0001635135,0.003242329,0.001464898,0.1257061,0.00045993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895207,0.0002742132,0.000004620101,0.00498448,0.0002192065,0.0001939194,0.00007499615,0.000003552684,0.00472429],"genre_scores_gemma":[0.9971344,0.00002446759,0.00006271095,0.001661123,0.0002738903,9.721933e-7,0.00009271191,0.000004335954,0.0007453489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08931097,"threshold_uncertainty_score":0.4509216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022420413","doi":"10.1007/s10811-014-0510-4","title":"Developments in production technology of Kappaphycus in the Philippines: more than four decades of farming","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":98,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada)","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Kappaphycus alvarezii; Agriculture; Aquaculture; Productivity; Agroforestry; Biotechnology; Agricultural economics; Geography; Biology; Fishery; Algae; Ecology; Economic growth; Economics; Fish <Actinopterygii>","authors":[{"name":"Anicia Q. Hurtado","is_ca":false},{"name":"Iain C. Neish","is_ca":false},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02667159071933508,"gpt":0.2315866223163865,"spread":0.2049150315970514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000784036,0.00008664378,0.0003150618,0.0004929257,0.00001593305,0.000002563004,0.0003113656,0.0001222327,0.00002780164],"category_scores_gemma":[0.00007484199,0.00005547916,0.00002841961,0.0005522882,0.0001371171,0.00005396223,0.0000227053,0.0002502763,0.000002187631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005877851,"about_ca_system_score_gemma":0.0001400716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003148263,"about_ca_topic_score_gemma":0.003371477,"domain_scores_codex":[0.9989859,0.00005697943,0.0005194367,0.0001086786,0.0001528607,0.0001761302],"domain_scores_gemma":[0.9993083,0.00009367552,0.0004080507,0.00008785399,0.00007368471,0.00002840482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007712142,0.0001081153,0.8216031,0.00003714176,0.00003630944,0.00005641677,0.001730947,0.001952859,0.003184068,0.0005936977,0.000131469,0.1697947],"study_design_scores_gemma":[0.002080924,0.001160901,0.9413821,0.00006820743,0.00003124943,0.00100252,0.01302138,0.00009670919,0.007030055,0.01792179,0.01597236,0.0002318257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906759,0.0001402161,0.000009348006,0.0004865176,0.000179594,0.000138351,0.000003271922,0.000002354551,0.008364498],"genre_scores_gemma":[0.9989477,0.00005028569,0.0008499538,0.00006527779,0.00006108976,0.000001483429,0.000005207225,0.000001500902,0.00001749068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695629,"threshold_uncertainty_score":0.2262374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062198397","doi":"10.1007/s10811-010-9583-x","title":"Bioassay to detect Ascophyllum nodosum extract-induced cytokinin-like activity in Arabidopsis thaliana","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Plant Growth Enhancement Techniques","field":"Agricultural and Biological Sciences","cited_by":95,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Department of Agriculture; Acadian Seaplants (Canada)","funders":"","keywords":"Cytokinin; Ascophyllum; Arabidopsis; Bioassay; Arabidopsis thaliana; Biology; Reporter gene; GUS reporter system; Botany; Transgene; Genetically modified crops; Auxin; Gene; Biochemistry; Gene expression; Algae; Genetics","authors":[{"name":"Wajahatullah Khan","is_ca":false},{"name":"David Hiltz","is_ca":true},{"name":"Alan T. Critchley","is_ca":true},{"name":"Balakrishnan Prithiviraj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871519022360303,"gpt":0.2493659842286705,"spread":0.2306507940050674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007957919,0.0001949292,0.0004310155,0.0001067793,0.00007322179,0.00003376217,0.0005253408,0.0002842377,0.0004147259],"category_scores_gemma":[0.0000488886,0.0000880732,0.0001091578,0.0004811341,0.00004927433,0.0001283269,0.00009042329,0.0007426796,0.00004296506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005375335,"about_ca_system_score_gemma":0.00002996892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006897044,"about_ca_topic_score_gemma":0.001655999,"domain_scores_codex":[0.9985709,0.00006867578,0.0004260484,0.0002609377,0.0002650318,0.0004084578],"domain_scores_gemma":[0.9989337,0.0003506199,0.0003868104,0.00008519337,0.00007117689,0.0001725139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002939364,0.0001227968,0.00105502,0.00000281096,0.00001441941,0.00003554394,0.00003189792,0.000001243205,0.9236687,0.00009074601,0.0009472112,0.0737357],"study_design_scores_gemma":[0.0003063987,0.0008330141,0.2119772,0.00001421834,0.00001489374,0.00006500297,0.0000431335,0.000006290938,0.7718673,0.001336178,0.01329372,0.0002426913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940188,0.000005744044,0.00002899966,0.001019198,0.000543574,0.0002874427,0.00001210563,0.00003657697,0.00404754],"genre_scores_gemma":[0.997467,0.0000129263,0.001592081,0.0004937572,0.0003768247,0.00002556053,0.00000235578,0.000002251647,0.00002726203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2109222,"threshold_uncertainty_score":0.4540958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032233419","doi":"10.1007/s10811-010-9649-9","title":"Impact of AMPEP on the growth and occurrence of epiphytic Neosiphonia infestation on two varieties of commercially cultivated Kappaphycus alvarezii grown at different depths in the Philippines","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada)","funders":"Animal and Plant Health Inspection Service","keywords":"Kappaphycus alvarezii; Epiphyte; Biology; Infestation; Salinity; Nutrient; Horticulture; Botany; Animal science; Algae; Ecology","authors":[{"name":"Iris Ann Borlongan","is_ca":false},{"name":"Keneth R. Tibubos","is_ca":false},{"name":"Dianne Aster T. Yunque","is_ca":false},{"name":"Anicia Q. Hurtado","is_ca":false},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02459198356627477,"gpt":0.2348985787987199,"spread":0.2103065952324451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003135553,0.0001390172,0.0003819174,0.0001454708,0.00004945739,0.000004547428,0.000271967,0.00006831478,0.000299497],"category_scores_gemma":[0.0000443381,0.0000656744,0.00008093696,0.0001745834,0.000283916,0.00003971077,0.00002579048,0.000234729,0.000001313127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004752458,"about_ca_system_score_gemma":0.00004405176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962535,"about_ca_topic_score_gemma":0.002028225,"domain_scores_codex":[0.9988946,0.0001853708,0.0004888476,0.0001023143,0.0001678386,0.0001610399],"domain_scores_gemma":[0.9981737,0.0009616896,0.0006501537,0.0001119174,0.00006718597,0.00003539794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005624967,0.0004193575,0.9447239,0.00007148709,0.0001685102,0.00001312783,0.003964854,0.0004536591,0.01048461,0.005187729,0.0002346787,0.02865314],"study_design_scores_gemma":[0.0006813645,0.00246408,0.9876602,0.00002143522,0.0000301206,0.00002913514,0.0002469675,0.00006847118,0.002960146,0.005747378,0.00002160826,0.00006907836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912208,0.00003373906,0.000008131597,0.00009039669,0.00007805459,0.0001708421,0.00006799507,0.000001589337,0.008328476],"genre_scores_gemma":[0.9996729,0.0001174698,0.00002440828,0.0001317881,0.00002722027,0.000001347721,0.00002100574,0.000001628294,0.000002239047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04293633,"threshold_uncertainty_score":0.3279283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001848043","doi":"10.1007/s10811-020-02038-y","title":"Latitudinal, seasonal and depth-dependent variation in growth, chemical composition and biofouling of cultivated Saccharina latissima (Phaeophyceae) along the Norwegian coast","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Norsk Institutt for Vannforskning; Norges Forskningsråd; Universitat Pompeu Fabra","keywords":"Frond; Biology; Biomass (ecology); Saccharina; Latitude; Botany; Abiotic component; Salinity; Algae; Ecology; Laminaria; Geography","authors":[{"name":"Silje Forbord","is_ca":false},{"name":"Sanna Matsson","is_ca":false},{"name":"Guri Ellila Brodahl","is_ca":false},{"name":"Bodil A. Bluhm","is_ca":false},{"name":"Ole Jacob Broch","is_ca":false},{"name":"Aleksander Handå","is_ca":false},{"name":"Anna Meta×as","is_ca":true},{"name":"Jorunn Skjermo","is_ca":false},{"name":"Kristine B. Steinhovden","is_ca":false},{"name":"Yngvar Ôlsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01288073620434967,"gpt":0.2053658521402248,"spread":0.1924851159358751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002135894,0.00009093405,0.0002468139,0.00005391141,0.00004745954,0.00001434456,0.00009993887,0.00008714347,0.0001169581],"category_scores_gemma":[0.00002020297,0.00006307859,0.00002257537,0.0001283932,0.00009791771,0.00007304155,0.00003533244,0.0002462315,0.000001573427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003459525,"about_ca_system_score_gemma":0.00003258617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005557123,"about_ca_topic_score_gemma":0.0008096636,"domain_scores_codex":[0.999247,0.00005456962,0.0003284908,0.0001261764,0.0001147901,0.0001289471],"domain_scores_gemma":[0.9993576,0.0002231757,0.0002636892,0.00003154814,0.0000443007,0.00007965452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00195361,0.00006395709,0.8466901,0.00008646814,0.00009791383,0.00007653648,0.001325278,0.0005447855,0.1070559,0.001131805,0.0000890194,0.04088464],"study_design_scores_gemma":[0.0009979443,0.0002562893,0.9927012,0.00001391558,0.00003445891,0.0001952564,0.0001670976,0.002661623,0.00199801,0.0008204972,0.00006452415,0.0000891458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975579,0.00007386362,0.0001852768,0.001036334,0.00005427696,0.00009969565,0.00001778555,0.00000324023,0.0009715597],"genre_scores_gemma":[0.9989984,0.00009933016,0.0004834406,0.0002773821,0.0001179596,4.212006e-7,0.0000198971,0.000001799567,0.000001352981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460111,"threshold_uncertainty_score":0.257227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114846612","doi":"10.1007/s10811-009-9412-2","title":"In vitro cultivation of three Kappaphycus alvarezii (Rhodophyta, Areschougiaceae) variants (green, red and brown) exposed to a commercial extract of the brown alga Ascophyllum nodosum (Fucaceae, Ochrophyta)","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Plant Growth Enhancement Techniques","field":"Agricultural and Biological Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Ascophyllum; Kappaphycus alvarezii; Epiphyte; Biology; Botany; Algae; Brown seaweed; Sargassum; Thallus; Horticulture","authors":[{"name":"Rafael Loureiro","is_ca":false},{"name":"Renata Perpétuo Reis","is_ca":false},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0187677832829976,"gpt":0.2338475963482316,"spread":0.215079813065234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005247215,0.0002180684,0.0006234238,0.0001006903,0.00008429465,0.00001594284,0.0005317917,0.0002107151,0.00009726756],"category_scores_gemma":[0.00006525313,0.00009847397,0.0001366931,0.0006209501,0.0001160566,0.0001675339,0.0001034219,0.0003581168,0.000001364134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005156177,"about_ca_system_score_gemma":0.00003264405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000544044,"about_ca_topic_score_gemma":0.000205231,"domain_scores_codex":[0.9980857,0.0001230928,0.0008605914,0.0002473285,0.0003731905,0.0003100827],"domain_scores_gemma":[0.9984342,0.0002654491,0.0009266376,0.0001164561,0.0001630949,0.00009416246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001612908,0.0003058274,0.001074864,0.00001338007,0.00002721971,0.000008706025,0.0001211093,0.000007680657,0.9515976,0.0002006184,0.0008935608,0.04413652],"study_design_scores_gemma":[0.0007705553,0.001034716,0.5697993,0.00007380682,0.00002773994,0.00002285951,0.0000431668,0.00001667141,0.4238201,0.003231665,0.0009997906,0.0001595911],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952166,0.00005898371,0.000137753,0.002669392,0.0001744171,0.0005792418,0.00003165717,0.0000134441,0.001118491],"genre_scores_gemma":[0.9969443,0.00003545839,0.002049852,0.000694746,0.0002430806,0.00001040395,0.00000541034,0.000002496473,0.00001422552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5687245,"threshold_uncertainty_score":0.4015652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112488401","doi":"10.1007/s10811-015-0601-x","title":"On the use of the serial dilution culture method to enumerate viable phytoplankton in natural communities of plankton subjected to ballast water treatment","year":2015,"lang":"en","type":"review","venue":"Journal of Applied Phycology","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phytoplankton; Ballast; Biology; Dilution; Environmental science; Ecology; Plankton; Most probable number; Microorganism; Enumeration; Biochemical engineering; Mathematics; Nutrient; Engineering; Bacteria","authors":[{"name":"John J. Cullen","is_ca":true},{"name":"Hugh L. MacIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05426661333719746,"gpt":0.2917822414261562,"spread":0.2375156280889588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006355912,0.0002757828,0.001158626,0.0001239563,0.00009255418,0.00001348138,0.0005543808,0.0002428531,0.0008636297],"category_scores_gemma":[0.000042733,0.0001164622,0.0002028428,0.0002675124,0.0001751541,0.00006836696,0.0003175041,0.0005531863,0.00003042214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004768539,"about_ca_system_score_gemma":0.0000789254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001937395,"about_ca_topic_score_gemma":0.001428367,"domain_scores_codex":[0.9980045,0.0006901457,0.0006803703,0.0001413462,0.0002293814,0.0002542804],"domain_scores_gemma":[0.9985485,0.0004710264,0.000578339,0.0002971585,0.00004719087,0.00005776455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02078471,0.00584458,0.003088997,0.004001213,0.004770051,0.0001277068,0.06147546,0.07868889,0.06778909,0.01792565,0.2311043,0.5043994],"study_design_scores_gemma":[0.0004775428,0.001023842,0.0006264921,0.0002980367,0.0001893327,0.00004615167,0.0001907161,0.000004483033,0.004134699,0.00031242,0.9925464,0.0001498202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8574041,0.08434587,0.0001502001,0.00305785,0.008186616,0.01451546,0.0006768553,0.00003971656,0.0316233],"genre_scores_gemma":[0.269316,0.7025935,0.01112235,0.006153851,0.001767878,0.001007336,0.0003832607,0.0002477126,0.007408127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7614422,"threshold_uncertainty_score":0.945614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341514069","doi":"10.1007/s10811-016-0850-3","title":"Evaluation of the in vitro biological activity of protein hydrolysates of the edible red alga, Palmaria palmata (dulse) harvested from the Gaspe coast and cultivated in tanks","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cégep de la Gaspésie et des Îles; Université Laval; Université du Québec à Rimouski","funders":"","keywords":"Oxygen radical absorbance capacity; Algae; Hydrolysate; Red algae; RuBisCO; Biology; Botany; Antioxidant; Food science; Biochemistry; Chemistry; Hydrolysis; Enzyme; DPPH","authors":[{"name":"Lucie Beaulieu","is_ca":true},{"name":"Maude Sirois","is_ca":true},{"name":"Éric Tamigneaux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01969228677996031,"gpt":0.2477777945218235,"spread":0.2280855077418632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001839822,0.0001300012,0.0003665163,0.00004622807,0.00003267577,0.000003920975,0.0003812771,0.0002139135,0.00001819049],"category_scores_gemma":[0.0004700776,0.00005321492,0.0001132338,0.000197634,0.0004184088,0.000007846964,0.0002311817,0.000192052,9.366082e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003295296,"about_ca_system_score_gemma":0.0001491067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363377,"about_ca_topic_score_gemma":0.0003578315,"domain_scores_codex":[0.9981617,0.0007087387,0.0005237465,0.0001828232,0.0002752653,0.0001477024],"domain_scores_gemma":[0.9983416,0.0001424389,0.00097407,0.0002960283,0.0002226543,0.00002317433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001450675,0.0001940428,0.02102679,0.000006330332,0.0001154563,2.942289e-7,0.00007640519,0.00002864864,0.9708064,0.00002654842,0.00002273246,0.006245659],"study_design_scores_gemma":[0.001547632,0.0001944869,0.2415385,0.00005352549,0.00004554935,0.000002855485,0.0000548231,0.00006307723,0.7547075,0.00169125,0.0000507236,0.00005005937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983785,0.0002863644,0.00002774474,0.0005431095,0.00005104952,0.0005821385,0.0000393544,7.631334e-7,0.00009103484],"genre_scores_gemma":[0.9996628,0.00009255533,0.0001173883,0.00003251991,0.00005231895,0.00002706009,0.000003475148,0.000006510207,0.000005393258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2205117,"threshold_uncertainty_score":0.2170042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051586404","doi":"10.1007/s10811-006-9107-x","title":"Effects of germanium dioxide, an inhibitor of diatom growth, on the microscopic laboratory cultivation stage of the kelp, Laminaria saccharina","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Laminaria; Saccharina; Kelp; Sporophyte; Biology; Diatom; Juvenile; Botany; Algae; Laminaria digitata; Gametophyte; Ecology; Pollen","authors":[{"name":"Ryan Shea","is_ca":true},{"name":"Thierry Chopin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005847445521329918,"gpt":0.2373926913237759,"spread":0.231545245802446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008961979,0.0001115363,0.0003590291,0.0001110726,0.0000644875,0.00001404961,0.0004583432,0.0000961351,0.0000749777],"category_scores_gemma":[0.00005673973,0.00006302367,0.00007969677,0.0002465871,0.0002870046,0.00009136435,0.00009583601,0.0002148564,0.000003892526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004212466,"about_ca_system_score_gemma":0.0001787997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006416836,"about_ca_topic_score_gemma":0.000009882967,"domain_scores_codex":[0.9985264,0.0002100153,0.000543379,0.0001248383,0.0003983135,0.0001970863],"domain_scores_gemma":[0.998045,0.000487132,0.0009150766,0.0002153624,0.0003005027,0.00003691513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002037052,0.0003725153,0.001981326,0.0001756481,0.00001381219,0.00000325863,0.0001648189,0.00004419874,0.9678703,0.02879493,0.0003224775,0.00005303249],"study_design_scores_gemma":[0.000598536,0.0003650594,0.1057748,0.00004480025,0.00001772841,0.000001326402,0.00007434945,0.000004297824,0.8919135,0.0009700066,0.0001866047,0.0000489201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998653,0.00005634002,0.00002863528,0.000108826,0.0002711017,0.0002967503,0.00002279772,0.000003415198,0.0005591685],"genre_scores_gemma":[0.9995922,0.0000153115,0.0001164242,0.00006079727,0.0001571801,0.000009378949,6.556318e-7,0.00001157779,0.00003642989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037935,"threshold_uncertainty_score":0.2570031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313888273","doi":"10.1007/s10811-022-02899-5","title":"Concise review of the red macroalga dulse, Palmaria palmata (L.) Weber &amp; Mohr","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Norges Forskningsråd; Danmarks Tekniske Universitet","keywords":"Biomass (ecology); Biology; Intertidal zone; Ecology; Range (aeronautics); Red algae; Algae; Botany; Engineering","authors":[{"name":"Pierrick Stévant","is_ca":false},{"name":"Peter Søndergaard Schmedes","is_ca":false},{"name":"Line Le Gall","is_ca":false},{"name":"Susse Wegeberg","is_ca":false},{"name":"Justine Dumay","is_ca":false},{"name":"Céline Rebours","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01606779234032594,"gpt":0.2262891689892469,"spread":0.210221376648921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008129904,0.0001286618,0.0004743505,0.0000928513,0.00006952252,0.000007233336,0.0005060137,0.0001161764,0.005961442],"category_scores_gemma":[0.00009440731,0.00007537415,0.0001535914,0.0004537115,0.0001349088,0.00004068988,0.00007522339,0.0003099087,0.0002035904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003260123,"about_ca_system_score_gemma":0.0001201204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001460537,"about_ca_topic_score_gemma":0.0008092643,"domain_scores_codex":[0.9986299,0.0001156119,0.0006165493,0.0001393713,0.0002285107,0.0002700085],"domain_scores_gemma":[0.9986425,0.0003322837,0.0006015888,0.0002435135,0.00009336999,0.00008672292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001237466,0.00008652209,0.08336861,0.001779706,0.0003573024,0.0001943912,0.000203987,0.00046211,0.004272748,0.00224706,0.6782991,0.227491],"study_design_scores_gemma":[0.0007317495,0.0002089947,0.1425349,0.000298826,0.0001094817,0.0004269074,0.00006015926,0.0000821736,0.0002549156,0.006393346,0.848719,0.0001795976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4836797,0.007621534,0.00002972659,0.01105389,0.003579513,0.001066681,0.0003509719,0.00005783372,0.4925601],"genre_scores_gemma":[0.9723002,0.01732842,0.0003922418,0.005769548,0.0004566481,0.000003337364,0.0001780907,0.00000929551,0.003562229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4889979,"threshold_uncertainty_score":0.9949473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3090629183","doi":"10.1007/s10811-020-02276-0","title":"Screening, acclimation and ammonia tolerance of microalgae grown in food waste digestate","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Digestate; Chlorella vulgaris; Acclimatization; Anaerobic digestion; Biology; Scenedesmus; Chlorella; Biomass (ecology); Nutrient; Botany; Food science; Biofuel; Raw material; Algae; Biotechnology; Agronomy; Ecology","authors":[{"name":"David Chuka-ogwude","is_ca":false},{"name":"James C. Ogbonna","is_ca":false},{"name":"Michael A. Borowitzka","is_ca":true},{"name":"Navid R. Moheimani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01566474258578131,"gpt":0.2186303110909816,"spread":0.2029655685052003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002006642,0.00009203085,0.0002926697,0.00008460299,0.0000283974,0.000004810306,0.0001019614,0.000129954,0.00003041228],"category_scores_gemma":[0.00002497608,0.00007778362,0.00003836144,0.0001498455,0.000102365,0.00008184431,0.00003590243,0.000250895,0.000002461507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001312136,"about_ca_system_score_gemma":0.00002152429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001216401,"about_ca_topic_score_gemma":0.000038423,"domain_scores_codex":[0.9991743,0.00004778049,0.0004393538,0.0001331889,0.00006671692,0.0001386493],"domain_scores_gemma":[0.9993578,0.00004798823,0.0004375633,0.00005615778,0.00005173615,0.00004878255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004605982,0.0001446935,0.01069181,0.0001333645,0.0001461341,0.00001850368,0.002162209,0.004127592,0.9116451,0.007599839,0.0003688755,0.05835586],"study_design_scores_gemma":[0.009544008,0.005308152,0.1994203,0.00009687606,0.0001390071,0.0002846826,0.002121505,0.0009858337,0.7420014,0.02171584,0.01776041,0.0006220215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970298,0.00027198,0.0002219361,0.001085023,0.000110073,0.00008195723,0.000002551578,0.000005970237,0.001190703],"genre_scores_gemma":[0.9973886,0.0001429822,0.001886335,0.0003415002,0.0002229609,0.000002222454,0.000003546091,0.000006919101,0.000004916512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887285,"threshold_uncertainty_score":0.3171924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010400806","doi":"10.1007/s10811-011-9785-x","title":"Investigation of the application of Acadian Marine Plant Extract Powder (AMPEP) to enhance the growth, phenolic content, free radical scavenging, and iron chelating activities of Kappaphycus Doty (Solieriaceae, Gigartinales, Rhodophyta)","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada); Nova Scotia Department of Agriculture","funders":"","keywords":"Kappaphycus alvarezii; Gigartinales; Epiphyte; Algae; Botany; Biology; Brown algae; Horticulture; Food science; Scavenging; Antioxidant","authors":[{"name":"Anicia Q. Hurtado","is_ca":false},{"name":"Munib Joe","is_ca":false},{"name":"Roman C. Sanares","is_ca":false},{"name":"Di Fan","is_ca":true},{"name":"Balakrishnan Prithiviraj","is_ca":true},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01493976392056397,"gpt":0.2087214554951774,"spread":0.1937816915746135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006611547,0.0001228402,0.0003452213,0.00009609379,0.00007487632,0.000005963355,0.000304613,0.0001339708,0.00009406854],"category_scores_gemma":[0.00006587766,0.00007380883,0.00006461926,0.0001717679,0.0003396533,0.0001065805,0.00007256511,0.0003384004,0.000001169711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005618129,"about_ca_system_score_gemma":0.00005400482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008250026,"about_ca_topic_score_gemma":0.0009206982,"domain_scores_codex":[0.9988363,0.0001102537,0.0005306544,0.0001098991,0.000185392,0.0002274445],"domain_scores_gemma":[0.9983531,0.0004242678,0.0009046155,0.0001624986,0.00005150697,0.0001040066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009793425,0.00006416655,0.6093365,0.0001677668,0.0001101125,0.000001052247,0.001862739,0.0002667846,0.3096614,0.004256445,0.0003010225,0.07299262],"study_design_scores_gemma":[0.0004445791,0.0003461275,0.8892495,0.00003349481,0.00006902867,0.0001037305,0.0005894356,0.0001880379,0.1045905,0.002935919,0.001325998,0.0001236199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948015,0.0001760974,0.0001639734,0.0003788744,0.0001268855,0.0002523699,0.00005099942,0.000002898603,0.004046448],"genre_scores_gemma":[0.9987453,0.00006000256,0.00077696,0.0001884192,0.0001859747,0.000003007749,0.00001308139,0.000003605221,0.00002370403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279913,"threshold_uncertainty_score":0.3009837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997948649","doi":"10.1007/s10811-013-0174-5","title":"Lipids isolated from the cultivated red alga Chondrus crispus inhibit nitric oxide production","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":59,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada); National Research Council Canada","funders":"National Research Council Canada","keywords":"Galactolipids; Nitric oxide; Biochemistry; Arachidonic acid; Chemistry; Biology; Glycerol; Stereochemistry; Enzyme; Organic chemistry; Chloroplast","authors":[{"name":"Arjun H. Banskota","is_ca":true},{"name":"Roumiana Stefanova","is_ca":true},{"name":"Sandra Sperker","is_ca":true},{"name":"Santosh P. Lall","is_ca":true},{"name":"J. S. Craigie","is_ca":true},{"name":"Jeff T. Hafting","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01435486094821339,"gpt":0.2064663801774657,"spread":0.1921115192292523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002693282,0.0002076535,0.0003543744,0.00003797909,0.0002592473,0.00007742094,0.000479305,0.0002085076,0.001066948],"category_scores_gemma":[0.0001272574,0.0000693074,0.0001373707,0.0006907125,0.0001643624,0.000184033,0.00009845995,0.0005403027,0.0001150016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009156296,"about_ca_system_score_gemma":0.00002393303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003775205,"about_ca_topic_score_gemma":0.00004952817,"domain_scores_codex":[0.998433,0.0001556536,0.0005325303,0.0002842166,0.0002618417,0.0003327373],"domain_scores_gemma":[0.9983227,0.0004424707,0.0006125461,0.00009660855,0.0004050398,0.000120678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003039167,0.0001402058,0.001578045,0.000001048472,0.00008591096,0.000003525398,0.00008620029,0.00001181571,0.9619118,0.00002634168,0.01885804,0.01699313],"study_design_scores_gemma":[0.000730662,0.0004347658,0.8322262,0.0000184306,0.00008155776,0.00009438115,0.001195726,0.00005648732,0.125069,0.005245295,0.03455126,0.000296286],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917014,0.000113112,0.000009576422,0.005984225,0.0005027713,0.0004294553,0.000005883446,0.00003973016,0.001213838],"genre_scores_gemma":[0.9972364,0.0000545608,0.000283771,0.0008870824,0.001384673,0.00002592568,0.0000209821,0.000002830991,0.0001037812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8368428,"threshold_uncertainty_score":0.9998462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991995319","doi":"10.1007/s10811-009-9452-7","title":"Mitochondrial DNA sequence variation of four Saccharina species (Laminariales, Phaeophyceae) growing in Japan","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":59,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bamfield Marine Sciences Centre","funders":"","keywords":"Saccharina; Biology; Japonica; Botany; Mitochondrial DNA; Algae; Gene; Genetics; Laminaria","authors":[{"name":"Norishige Yotsukura","is_ca":false},{"name":"Takeshi Shimizu","is_ca":false},{"name":"Takayuki Katayama","is_ca":false},{"name":"Louis D. Druehl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02022825953356884,"gpt":0.2136016457473697,"spread":0.1933733862138009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003592828,0.000130373,0.0004244635,0.0002515705,0.00004043648,0.00001360353,0.0002857902,0.0001454524,0.0007532351],"category_scores_gemma":[0.00004368076,0.000108281,0.00007762027,0.0002364817,0.00007297959,0.0001871174,0.00001494567,0.0002704042,0.0000118819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001104609,"about_ca_system_score_gemma":0.000117152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004629345,"about_ca_topic_score_gemma":0.0009563964,"domain_scores_codex":[0.9987204,0.00007075126,0.0006090031,0.0001577437,0.0001851902,0.000256887],"domain_scores_gemma":[0.9990727,0.0002139107,0.0004909429,0.00009815706,0.00005726567,0.00006705476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005112689,0.0002690335,0.04449622,0.00005431662,0.0001093339,0.0003750516,0.001426954,0.003877904,0.5719937,0.02063539,0.0005815474,0.3510678],"study_design_scores_gemma":[0.002058015,0.002158944,0.9531152,0.00002928104,0.00004857452,0.0004308544,0.0003109969,0.000511025,0.003505585,0.03223211,0.00534284,0.0002565368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704522,0.00004159845,0.0001600707,0.0003363738,0.0006931324,0.0001314526,0.00001433638,0.000005721,0.02816512],"genre_scores_gemma":[0.9977425,0.00005932532,0.001242455,0.000251605,0.0005772756,3.403717e-7,0.00001821414,0.000001838096,0.0001064682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.908619,"threshold_uncertainty_score":0.8247396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967513432","doi":"10.1007/s10811-014-0487-z","title":"In vitro evaluation of feeding North Atlantic stormtoss seaweeds on ruminal digestion","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Rumen; Fucus vesiculosus; Biology; Dry matter; Animal science; Propionate; Ruminant; Laminaria; Fermentation; Digestion (alchemy); Food science; Botany; Algae; Agronomy; Chemistry; Pasture; Biochemistry","authors":[{"name":"Robert D. Kinley","is_ca":false},{"name":"A. H. Fredeen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02875390196114751,"gpt":0.2552009668367937,"spread":0.2264470648756461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146913,0.0001128195,0.0002980093,0.00008261915,0.00005691194,0.00001268378,0.0002060586,0.0001000256,0.0001031056],"category_scores_gemma":[0.00009726926,0.00004909915,0.00007745843,0.0003078499,0.0000733969,0.00008563622,0.0000312431,0.0002419125,0.00000709669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383019,"about_ca_system_score_gemma":0.00002502182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005538645,"about_ca_topic_score_gemma":0.0001779844,"domain_scores_codex":[0.9986707,0.0001507503,0.0003804532,0.0001422005,0.0004602571,0.0001956522],"domain_scores_gemma":[0.998735,0.0004233522,0.0004845643,0.00003696934,0.0002586785,0.00006149428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000879628,0.0001715292,0.00750809,0.000004558217,0.00001860465,0.000001652417,0.0001053479,0.0003376744,0.9480419,0.0003001669,0.00006877836,0.04256203],"study_design_scores_gemma":[0.001065814,0.0013673,0.9176194,0.00002212074,0.00006308463,0.00002646519,0.0002691054,0.000707633,0.07574113,0.001426314,0.001549139,0.0001424749],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967315,0.00001206526,0.000008664883,0.0004443537,0.0002168143,0.0001486389,0.00000192669,0.000004778672,0.00243126],"genre_scores_gemma":[0.999288,0.00000513856,0.00007153362,0.0001323159,0.0004825982,0.000005568891,0.000009103065,0.000001097551,0.000004605085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9101113,"threshold_uncertainty_score":0.2002205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979225645","doi":"10.1007/s10811-011-9735-7","title":"Extract powder from the brown alga Ascophyllum nodosum (Linnaeus) Le Jolis (AMPEP): a “vaccine-like” effect on Kappaphycus alvarezii (Doty) Doty ex P.C. Silva","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Plant Growth Enhancement Techniques","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada)","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro","keywords":"Ascophyllum; Kappaphycus alvarezii; Epiphyte; Thallus; Biology; Botany; Algae; Hydrogen peroxide; Brown seaweed; Taxus; Food science; Biochemistry","authors":[{"name":"Rafael Loureiro","is_ca":false},{"name":"Renata Perpétuo Reis","is_ca":false},{"name":"Flávia Diniz Berrogain","is_ca":false},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01755516400637655,"gpt":0.2132092113334832,"spread":0.1956540473271066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008166696,0.0004060903,0.0006930455,0.00006374166,0.000263613,0.00006282538,0.001138723,0.0003445508,0.00176831],"category_scores_gemma":[0.00005999632,0.0001473679,0.0003298337,0.0003811155,0.0001216551,0.0001811197,0.0001614159,0.0007927406,0.0001238744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006076919,"about_ca_system_score_gemma":0.00004014844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004009496,"about_ca_topic_score_gemma":0.0002778352,"domain_scores_codex":[0.9975325,0.0002621118,0.0007478624,0.000433806,0.0004433723,0.0005803503],"domain_scores_gemma":[0.9974582,0.001222925,0.0008202809,0.0001999874,0.0001183714,0.0001802399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00227723,0.0006148829,0.002628263,0.000008754182,0.0002276448,0.0001085705,0.0002868593,0.000003042058,0.9168441,0.0009038495,0.03095963,0.04513712],"study_design_scores_gemma":[0.002475935,0.006487492,0.3840118,0.000122269,0.0002363721,0.0001351778,0.0002970622,0.00001751015,0.4696974,0.00934802,0.1262637,0.000907334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749281,0.0002311194,0.0000472891,0.0008167796,0.000626807,0.0005919152,0.00005692531,0.00009509066,0.02260592],"genre_scores_gemma":[0.9962298,0.0001174971,0.0004971607,0.002000945,0.0009969408,0.00004047056,0.00003109462,0.000006775264,0.00007927475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4471468,"threshold_uncertainty_score":0.9991442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126618486","doi":"10.1007/s10811-011-9753-5","title":"Management and production of the brown algae Ascophyllum nodosum in the Canadian maritimes","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Ascophyllum; Nova scotia; Standing crop; Crop; Biomass (ecology); Agriculture; Algae; Brown seaweed; Productivity; Resource (disambiguation); Biology; Environmental science; Geography; Agronomy; Forestry; Agricultural science; Ecology; Archaeology; Economics","authors":[{"name":"R. Ugarte","is_ca":true},{"name":"G. J. Sharp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01171152685397814,"gpt":0.1704846557692628,"spread":0.1587731289152847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003787382,0.000053906,0.0001158573,0.00009631408,0.00006261935,0.000006389968,0.0002161132,0.0000478118,0.000438652],"category_scores_gemma":[0.000005610476,0.00002817635,0.00002391282,0.000119384,0.0001134789,0.00003054028,0.00001502591,0.0001562433,0.000004184959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003202775,"about_ca_system_score_gemma":0.00005044031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05221506,"about_ca_topic_score_gemma":0.4826916,"domain_scores_codex":[0.999467,0.00005516039,0.0001891941,0.00007157239,0.0000813712,0.0001356793],"domain_scores_gemma":[0.9996982,0.00003402718,0.0001328158,0.00008358295,0.00001738298,0.00003405198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007235323,0.0001005351,0.5789132,0.00007527218,0.0001403809,0.0001544256,0.00234579,0.0001504817,0.0002189613,0.01032186,0.007299991,0.3995556],"study_design_scores_gemma":[0.0001702543,0.0001402713,0.9755185,0.000005053785,0.00001892414,0.0001631151,0.000430774,0.00001256651,0.0001168638,0.00775494,0.0156279,0.00004089212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7269527,0.0000904835,0.000001258135,0.0008751416,0.0004098254,0.0001822586,0.000005078342,0.000001080868,0.2714822],"genre_scores_gemma":[0.9990872,0.00005709054,0.0001944978,0.0003779177,0.0000588637,6.224024e-7,0.000002204639,8.764374e-7,0.0002207239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4304765,"threshold_uncertainty_score":0.9540963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033040959","doi":"10.1007/s10811-010-9594-7","title":"Optimization of culture conditions for tissue culture production of young plantlets of carrageenophyte Kappaphycus","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Plant Growth Enhancement Techniques","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Ascophyllum; Kappaphycus alvarezii; Shoot; Botany; Explant culture; Biology; Zeatin; Horticulture; Brown algae; Tissue culture; Animal science; Algae; Cytokinin; Biochemistry; In vitro","authors":[{"name":"Dianne Aster T. Yunque","is_ca":false},{"name":"Keneth R. Tibubos","is_ca":false},{"name":"Anicia Q. Hurtado","is_ca":false},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008415934824439258,"gpt":0.2388746008350833,"spread":0.230458666010644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002066177,0.0001005288,0.0003414594,0.00004009623,0.00005041999,0.000003758173,0.0001953687,0.0001888861,0.00008917505],"category_scores_gemma":[0.00003743925,0.00004437237,0.00008144406,0.0001906276,0.0001113411,0.00008029935,0.0000188378,0.0001797916,2.730187e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009057586,"about_ca_system_score_gemma":0.00001524609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007066171,"about_ca_topic_score_gemma":0.00004329895,"domain_scores_codex":[0.9991058,0.00001902312,0.0004827082,0.0001168068,0.0001559742,0.0001197645],"domain_scores_gemma":[0.998525,0.00005855098,0.0009649884,0.00004595147,0.0003697878,0.00003572753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001940433,0.0001401486,0.0001452699,0.00004111978,0.00003811645,6.695355e-7,0.0002225153,0.0002719677,0.9931441,0.001119815,0.003655604,0.001026639],"study_design_scores_gemma":[0.0002437503,0.0008797206,0.002344923,0.00002950136,0.00006233417,0.00004658172,0.0001719477,0.00002486474,0.9899069,0.001821315,0.004383394,0.00008475019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964179,0.00005035748,0.0005241988,0.0001673701,0.0004915207,0.0005191885,0.0001964832,0.00001393222,0.001619038],"genre_scores_gemma":[0.9928308,0.00008999944,0.006598957,0.00001646936,0.0002958357,0.00001856235,0.00009193556,0.000001284293,0.00005613787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006074758,"threshold_uncertainty_score":0.1809453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001931547","doi":"10.1007/s10811-014-0243-4","title":"Impact of environmental changes on farmed seaweed and farmers: the case of Songo Songo Island, Tanzania","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; University of Dar es Salaam","keywords":"Tanzania; Agriculture; Algae; Fishery; Aquaculture; Salinity; Geography; Fishing; Biology; Ecology; Fish <Actinopterygii>","authors":[{"name":"Flower E. Msuya","is_ca":false},{"name":"Marilyn Porter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007173136749314623,"gpt":0.2058179972446851,"spread":0.1986448604953704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003559122,0.0001171539,0.0003334788,0.00009440708,0.00005380731,0.000006228176,0.0001433727,0.00008853857,0.0009858456],"category_scores_gemma":[0.000009932478,0.00006473657,0.00007343677,0.00005867688,0.0002070925,0.00002070477,0.00002258021,0.0001831434,0.000005721404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003805734,"about_ca_system_score_gemma":0.00002500748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342549,"about_ca_topic_score_gemma":0.004646451,"domain_scores_codex":[0.9992666,0.00008365876,0.0002664222,0.0001053356,0.000089344,0.0001886578],"domain_scores_gemma":[0.9990307,0.0003733854,0.0004081599,0.00009804473,0.00001305552,0.00007662259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002669484,0.0001536421,0.07923991,0.00003250655,0.0003732462,0.0001662958,0.0007796421,0.0005589511,0.02144452,0.0003740732,0.0006182445,0.8935895],"study_design_scores_gemma":[0.004898208,0.01827932,0.9371664,0.000024845,0.0003225194,0.008813306,0.003907925,0.002151909,0.003020175,0.003046656,0.01788988,0.0004788642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885315,0.00006952709,0.00001159093,0.0001290184,0.00008056979,0.0001012614,0.0001109543,0.000001607972,0.01096399],"genre_scores_gemma":[0.9994855,0.000109763,0.00004475252,0.0001620207,0.0001243463,4.312174e-7,0.00001216867,0.000002463367,0.00005853214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8931106,"threshold_uncertainty_score":0.9999274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004069379","doi":"10.1007/s10811-012-9869-2","title":"Mono- and digalactosyldiacylglycerols: potent nitric oxide inhibitors from the marine microalga Nannochloropsis granulata","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Glycerol; Nitric oxide; Biochemistry; Chemistry; Nitric oxide synthase; Biology; Stereochemistry; Organic chemistry","authors":[{"name":"Arjun H. Banskota","is_ca":true},{"name":"Roumiana Stefanova","is_ca":true},{"name":"Pamela Gallant","is_ca":true},{"name":"Patrick J. McGinn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009615648690637484,"gpt":0.2076768653282192,"spread":0.1980612166375817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005523064,0.0001998911,0.0003628889,0.0001014621,0.0001735474,0.00001992462,0.0002322474,0.0002655563,0.0001862495],"category_scores_gemma":[0.00006231572,0.0001225271,0.0001084022,0.0001852225,0.0002148225,0.0001456776,0.0001706052,0.0005283717,0.00004412181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005724442,"about_ca_system_score_gemma":0.00003020163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000243485,"about_ca_topic_score_gemma":0.00002294036,"domain_scores_codex":[0.9986978,0.0001149301,0.0005076715,0.0001861173,0.0001363799,0.0003571576],"domain_scores_gemma":[0.9988276,0.0002686775,0.0004786206,0.000215245,0.00008022231,0.0001295872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004147262,0.0005968073,0.1852341,0.00002487396,0.0009290662,0.0000237027,0.0009232981,0.0001032257,0.6494116,0.006399857,0.009898157,0.142308],"study_design_scores_gemma":[0.002181826,0.0002571032,0.7537382,0.0000130264,0.0004215012,0.0004246212,0.0007131956,0.0000106017,0.110523,0.02209768,0.1092162,0.0004030659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942884,0.001384664,0.00002756872,0.001048088,0.0007416604,0.0001313891,0.000006726647,0.00001644783,0.00235508],"genre_scores_gemma":[0.9962457,0.0004214687,0.000620496,0.0006570117,0.001970151,0.000007089634,0.00002047126,0.00001788631,0.00003967473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.568504,"threshold_uncertainty_score":0.4996511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3031650982","doi":"10.1007/s10811-020-02133-0","title":"Seaweeds in mythology, folklore, poetry, and life","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University; Acadian Seaplants (Canada)","funders":"","keywords":"Mythology; Folklore; Poetry; Globe; Value (mathematics); History; Anthropocene; Environmental ethics; Ecology; Literature; Biology; Art; Archaeology; Philosophy; Classics","authors":[{"name":"José Lucas Pérez‐Lloréns","is_ca":false},{"name":"Ole G. Mouritsen","is_ca":false},{"name":"Prannie Rhatigan","is_ca":false},{"name":"M. Lynn Cornish","is_ca":true},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03219439614532471,"gpt":0.2156574902596615,"spread":0.1834630941143368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002407437,0.00009534421,0.0003168569,0.00001802887,0.00003880627,0.000009642702,0.0001796984,0.0002366259,0.0004020215],"category_scores_gemma":[0.00008006784,0.00003755631,0.00004358466,0.0002230649,0.0001340932,0.00003804897,0.00006706297,0.000396641,0.00001272211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007595688,"about_ca_system_score_gemma":0.00001891851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000915135,"about_ca_topic_score_gemma":0.00002317104,"domain_scores_codex":[0.9991874,0.0000635102,0.0003451679,0.000139271,0.00006669459,0.0001980161],"domain_scores_gemma":[0.9993609,0.0002205242,0.0002001708,0.00001867276,0.00002754235,0.0001722317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002072164,0.0003453398,0.03757803,0.00003017087,0.0001234375,0.0002003778,0.00105742,0.00006846082,0.7428145,0.01167533,0.01394595,0.1900888],"study_design_scores_gemma":[0.003870539,0.01029301,0.7526324,0.00003058789,0.00008997542,0.0005260315,0.006292662,0.0001924288,0.009870389,0.01882637,0.1966545,0.0007211687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775015,0.0001807597,0.000003199137,0.01807575,0.00009921275,0.00007602737,0.000003303509,0.000006816764,0.004053485],"genre_scores_gemma":[0.9934966,0.00004520041,0.0001516248,0.005788364,0.0005043208,0.000002267132,0.000002331204,6.25759e-7,0.000008644416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7329441,"threshold_uncertainty_score":0.4401854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097166887","doi":"10.1007/s10811-004-5511-2","title":"Evaluation of the bioremediatory potential of several species of the red alga Porphyra using short-term measurements of nitrogen uptake as a rapid bioassay","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"NOAA Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Ammonium; Nitrogen; Acclimatization; Nitrate; Nutrient; Biology; Porphyra; Algae; Botany; Environmental chemistry; Irradiance; Aquaculture; Bioassay; Ecology; Chemistry; Fishery; Fish <Actinopterygii>","authors":[{"name":"George P. Kraemer","is_ca":false},{"name":"Raquel Carmona","is_ca":false},{"name":"Thierry Chopin","is_ca":true},{"name":"Christopher D. Neefus","is_ca":false},{"name":"Xiaorong Tang","is_ca":false},{"name":"Charles Yarish","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04294872424413433,"gpt":0.2686270681462344,"spread":0.2256783439021001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438394,0.0001246954,0.0003738895,0.00005469549,0.00006994953,0.000002384877,0.000377484,0.00007822992,0.0004131917],"category_scores_gemma":[0.00006999545,0.00007117911,0.0002748352,0.0002255454,0.0005869035,0.00005002098,0.0002265217,0.0001424403,8.206007e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467411,"about_ca_system_score_gemma":0.0001467678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004593757,"about_ca_topic_score_gemma":0.00004242202,"domain_scores_codex":[0.9976338,0.000141654,0.0007165043,0.0001148279,0.001246091,0.0001470982],"domain_scores_gemma":[0.9984435,0.00001954185,0.001115161,0.0001955226,0.000194882,0.00003143363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001573738,0.0002106797,0.02969647,0.0000173794,0.0002782913,5.576891e-7,0.0004853568,0.005208428,0.9624276,0.0000579884,0.0001126972,0.001347196],"study_design_scores_gemma":[0.001435615,0.0001949459,0.5145036,0.00004023514,0.0006191946,0.00001690748,0.0004015485,0.00004190401,0.4791442,0.00344061,0.00007814553,0.00008303552],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928402,0.00009165626,0.00003258207,0.000128248,0.0002391372,0.0003036659,0.000005319053,0.000001155752,0.006358065],"genre_scores_gemma":[0.9993299,0.00002288857,0.0005182792,0.00003512458,0.00007718818,0.000002304736,4.793297e-7,0.000006653655,0.000007183886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4848071,"threshold_uncertainty_score":0.452416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387451220","doi":"10.1007/s10811-023-03103-y","title":"The Kelp Forest Challenge: A collaborative global movement to protect and restore 4 million hectares of kelp forests","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bamfield Marine Sciences Centre; Parks Canada; University of Victoria; Bedford Institute of Oceanography; Fisheries and Oceans Canada; Raincoast Conservation Foundation","funders":"Havforskningsinstituttet; University of New South Wales; Nature Conservancy; Dyson Foundation","keywords":"Kelp; Kelp forest; Threatened species; Grassroots; Biodiversity; Deforestation (computer science); Marine protected area; Natural resource; Business; Agroforestry; Environmental resource management; Geography; Ecology; Political science; Habitat; Politics; Environmental science; Biology","authors":[{"name":"Aaron M. Eger","is_ca":false},{"name":"J. David Aguirre","is_ca":false},{"name":"Marı́a Altamirano","is_ca":false},{"name":"Nur Arafeh‐Dalmau","is_ca":false},{"name":"Nina Larissa Arroyo","is_ca":false},{"name":"Anne Bauer-Civiello","is_ca":false},{"name":"Rodrigo Beas‐Luna","is_ca":false},{"name":"Trine Bekkby","is_ca":false},{"name":"Alecia Bellgrove","is_ca":false},{"name":"Scott Bennett","is_ca":false},{"name":"Blanca Bernal","is_ca":false},{"name":"Caitlin O. Blain","is_ca":false},{"name":"Jordi Boada","is_ca":false},{"name":"Simon Branigan","is_ca":false},{"name":"Jasmine Bursic","is_ca":false},{"name":"Bruno Cevallos","is_ca":false},{"name":"Chang-Geun Choi","is_ca":false},{"name":"Sean D. Connell","is_ca":false},{"name":"Christopher E. Cornwall","is_ca":false},{"name":"Hannah S. Earp","is_ca":false},{"name":"Norah Eddy","is_ca":false},{"name":"Leeann B. Ennis","is_ca":true},{"name":"Annalisa Falace","is_ca":false},{"name":"Ana Margarida Ferreira","is_ca":false},{"name":"Karen Filbee‐Dexter","is_ca":false},{"name":"Hunter Forbes","is_ca":false},{"name":"Prue Francis","is_ca":false},{"name":"João N. Franco","is_ca":false},{"name":"Karen Gray Geisler","is_ca":false},{"name":"Anita Giraldo‐Ospina","is_ca":false},{"name":"Alejandra V. González","is_ca":false},{"name":"Swati Hingorani","is_ca":false},{"name":"Rietta Hohman","is_ca":false},{"name":"Ljiljana Iveša","is_ca":false},{"name":"Sara Kaleb","is_ca":false},{"name":"JP Keane","is_ca":false},{"name":"Sophie J. I. Koch","is_ca":false},{"name":"Kira A. Krumhansl","is_ca":true},{"name":"Lydia B. Ladah","is_ca":false},{"name":"Dallas J. Lafont","is_ca":false},{"name":"Cayne Layton","is_ca":false},{"name":"Duong Minh Le","is_ca":false},{"name":"Lynn Chi Lee","is_ca":true},{"name":"SD Ling","is_ca":false},{"name":"Steve I. Lonhart","is_ca":false},{"name":"Luis Malpica‐Cruz","is_ca":false},{"name":"Luisa Mangialajo","is_ca":false},{"name":"Amy McConnell","is_ca":false},{"name":"Tristin Anoush McHugh","is_ca":false},{"name":"Fiorenza Micheli","is_ca":false},{"name":"Kelsey I. Miller","is_ca":false},{"name":"Margalida Monserrat","is_ca":false},{"name":"Juan C. Montes‐Herrera","is_ca":false},{"name":"Bernabé Moreno","is_ca":false},{"name":"Christopher J. Neufeld","is_ca":false},{"name":"Shane Orchard","is_ca":false},{"name":"Betsy Peabody","is_ca":false},{"name":"Ohad Peleg","is_ca":false},{"name":"Albert Pessarrodona","is_ca":false},{"name":"Jacqueline B. Pocklington","is_ca":false},{"name":"Simon Reeves","is_ca":false},{"name":"Aurora M. Ricart","is_ca":false},{"name":"Finnley Ross","is_ca":false},{"name":"F. Schanz","is_ca":false},{"name":"Maria J. Schreider","is_ca":false},{"name":"Mohammad Sedarat","is_ca":false},{"name":"Shannen M. Smith","is_ca":false},{"name":"Samuel Starko","is_ca":true},{"name":"Elisabeth M. A. Strain","is_ca":false},{"name":"Laura Tamburello","is_ca":false},{"name":"Brian Timmer","is_ca":true},{"name":"Jodie E. Toft","is_ca":false},{"name":"Roberto A. Uribe","is_ca":false},{"name":"S.W.K. van den Burg","is_ca":false},{"name":"Julio A. Vásquez","is_ca":false},{"name":"Reina J. Veenhof","is_ca":false},{"name":"Thomas Wernberg","is_ca":false},{"name":"Georgina Wood","is_ca":false},{"name":"José Alberto Zepeda-Domínguez","is_ca":false},{"name":"Adriana Vergés","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01061890842121935,"gpt":0.230720433185393,"spread":0.2201015247641736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004644682,0.0001143214,0.0002672,0.00009455978,0.0001319879,0.00001758132,0.0002134291,0.00008631812,0.00006023631],"category_scores_gemma":[0.00005157489,0.00006916124,0.00003953316,0.0004110449,0.0001208435,0.00003694691,0.00005500903,0.0001389542,0.00001483031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007999057,"about_ca_system_score_gemma":0.0001097042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004171925,"about_ca_topic_score_gemma":0.04103219,"domain_scores_codex":[0.9989994,0.00006591938,0.0003443684,0.0001391812,0.0001876003,0.0002635459],"domain_scores_gemma":[0.9991503,0.000266293,0.0002704886,0.00009648984,0.0001075316,0.0001088355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009661019,0.0001050692,0.3479759,0.0001283601,0.0004029238,0.000241539,0.001580198,0.008785114,0.001121341,0.01194132,0.02104159,0.5970157],"study_design_scores_gemma":[0.0009348177,0.004237271,0.8873096,0.0000237714,0.00002941595,0.00004914209,0.001579295,0.000468715,0.0002203079,0.03857449,0.06640378,0.0001693761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832814,0.0003681773,0.00002096947,0.001911251,0.0002571397,0.0004689535,0.00008151836,0.000009335697,0.01360126],"genre_scores_gemma":[0.9990415,0.0004128313,0.0001429212,0.0001692197,0.0001384285,0.000006780289,0.00001356266,0.000002226046,0.0000725081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5968463,"threshold_uncertainty_score":0.9764665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979913776","doi":"10.1007/s10811-011-9657-4","title":"Carotenoid production and change of photosynthetic functions in Scenedesmus sp. exposed to nitrogen limitation and acetate treatment","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Carotenoid; Photosynthesis; Canthaxanthin; Scenedesmus; Chlorophyll; Biology; Astaxanthin; Photosystem II; Algae; Chlorophyll a; Plant physiology; Botany; Food science","authors":[{"name":"Laura Pirastru","is_ca":true},{"name":"Mohamed Darwish","is_ca":false},{"name":"Fong Lam Chu","is_ca":true},{"name":"François Perreault","is_ca":true},{"name":"Louka Sirois","is_ca":true},{"name":"Lekha Sleno","is_ca":true},{"name":"Radovan Popovic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05295520545168841,"gpt":0.2344526407840887,"spread":0.1814974353324003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002217065,0.0001060713,0.0002511125,0.0002441565,0.0000479239,0.000002728724,0.00003840883,0.0001117381,0.00003448724],"category_scores_gemma":[0.00003062393,0.00008360791,0.00002918045,0.0001411882,0.00009848357,0.00007215567,0.0000167674,0.00009444338,0.000005334824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005310519,"about_ca_system_score_gemma":0.00002272481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051288,"about_ca_topic_score_gemma":0.000350526,"domain_scores_codex":[0.9992844,0.00006060602,0.0003005733,0.0001712716,0.00005148478,0.0001316944],"domain_scores_gemma":[0.9995286,0.0000254178,0.0002290396,0.00008577472,0.00007746101,0.00005372672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004071109,0.0005793404,0.016904,0.00004832058,0.0002109684,0.0000111926,0.0123738,0.00009043096,0.8933724,0.0009729509,0.00004249967,0.07132296],"study_design_scores_gemma":[0.002440807,0.005915533,0.1779653,0.00004378122,0.0002956556,0.0003413228,0.002552959,0.00001893737,0.7933644,0.01469127,0.002070394,0.0002996585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981507,0.0002177665,0.0000139153,0.0003030538,0.0002474744,0.0003099501,0.00000183438,0.000006574835,0.0007487207],"genre_scores_gemma":[0.9986483,0.0002030314,0.0008329316,0.00006119577,0.0001802586,0.00004108134,0.000002931449,0.000007890171,0.00002231761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610612,"threshold_uncertainty_score":0.3409432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055997465","doi":"10.1007/s10811-009-9489-7","title":"The dominant Ulva strain of the 2008 green algal bloom in the Yellow Sea was not detected in the coastal waters of Qingdao in the following winter","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Intertidal zone; Bloom; Biomass (ecology); Oceanography; Environmental science; Algae; Algal bloom; Aquatic plant; Plankton; Seawater; Biology; Phytoplankton; Ecology; Nutrient; Geology","authors":[{"name":"Feng Liu","is_ca":false},{"name":"Shao Jun Pang","is_ca":false},{"name":"Thierry Chopin","is_ca":true},{"name":"Nan Xu","is_ca":false},{"name":"Ti Feng Shan","is_ca":false},{"name":"Su Qin Gao","is_ca":false},{"name":"Song Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008535866407984824,"gpt":0.2016949439833871,"spread":0.1931590775754022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591308,0.0001525386,0.0003347314,0.0001044078,0.0001133978,0.00002468506,0.001216587,0.0001097226,0.00004659837],"category_scores_gemma":[0.00004690971,0.0000534053,0.0001504804,0.0003739348,0.0002385632,0.00005447883,0.000034905,0.0006946049,0.000002142437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000425841,"about_ca_system_score_gemma":0.00009055928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202623,"about_ca_topic_score_gemma":0.04307036,"domain_scores_codex":[0.9979005,0.0006107662,0.0006561357,0.0001296537,0.0003336834,0.000369277],"domain_scores_gemma":[0.9981478,0.001206462,0.0003691154,0.0002276259,0.00002545254,0.00002351454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01406028,0.001117322,0.5034022,0.00009205139,0.0004985818,0.001688178,0.05581045,0.008722593,0.09440374,0.001799971,0.005251862,0.3131528],"study_design_scores_gemma":[0.001822148,0.001052453,0.9770333,0.0000384229,0.00005644561,0.0004186106,0.009158135,0.0005516375,0.001478355,0.003180539,0.005063508,0.0001464288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903751,0.0000542008,0.0000050337,0.004247414,0.0001723768,0.0003396428,0.00003422518,0.000001193938,0.004770821],"genre_scores_gemma":[0.9984539,0.00003443975,0.00002604903,0.001350394,0.00009080043,0.000001975099,0.000008311547,0.000002202337,0.00003194933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4736311,"threshold_uncertainty_score":0.9743911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097572033","doi":"10.1007/s10811-020-02256-4","title":"Saved by seaweeds: phyconomic contributions in times of crises","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University; Acadian Seaplants (Canada)","funders":"Nordea-fonden","keywords":"Plant physiology; Biology; Botany","authors":[{"name":"Ole G. Mouritsen","is_ca":false},{"name":"Prannie Rhatigan","is_ca":false},{"name":"M. Lynn Cornish","is_ca":true},{"name":"Alan T. Critchley","is_ca":true},{"name":"José Lucas Pérez‐Lloréns","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006913213453538122,"gpt":0.2124461787417854,"spread":0.2055329652882472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001309514,0.00007126424,0.0002396178,0.00003358563,0.00001827714,0.000004613241,0.0001758948,0.00003329739,0.006140915],"category_scores_gemma":[0.00001514285,0.00006278048,0.00005283803,0.0001292777,0.00009825029,0.0000503053,0.0004433477,0.000120898,0.00009782927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007178489,"about_ca_system_score_gemma":0.00001374759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005797505,"about_ca_topic_score_gemma":0.00002551385,"domain_scores_codex":[0.9993217,0.00001866012,0.0003385509,0.00009617191,0.00008797933,0.000136963],"domain_scores_gemma":[0.9995835,0.00004760906,0.0002282309,0.00005541705,0.000007714303,0.00007745926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001635777,0.00103714,0.01047446,0.00006176751,0.0002118552,0.00004718065,0.001365836,0.01309941,0.3936078,0.01417966,0.479541,0.08473809],"study_design_scores_gemma":[0.008423743,0.001859695,0.04233999,0.0000200192,0.0001917121,0.00002683461,0.001638348,0.00147981,0.05814688,0.0448225,0.84048,0.0005705152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.549868,0.00007105269,0.0008576812,0.007126517,0.0001384603,0.0003661243,0.00002901887,0.00000958799,0.4415336],"genre_scores_gemma":[0.9988096,0.0000292424,0.0002321593,0.0007276693,0.00003618545,0.000003804042,0.000002024798,0.000004169131,0.0001550883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4489416,"threshold_uncertainty_score":0.9947676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019860844","doi":"10.1007/s10811-015-0569-6","title":"Identification and quantification of suspended algae and bacteria populations using flow cytometry: applications for algae biofuel and biochemical growth systems","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Connaught Fund; University of Toronto","keywords":"Biology; Algae; Cyanobacteria; Axenic; Botany; Biomass (ecology); Biofuel; Microorganism; Bacteria; Phototroph; Ecology; Photosynthesis","authors":[{"name":"G. T. Peniuk","is_ca":true},{"name":"Peter J. Schnurr","is_ca":true},{"name":"D. Grant Allen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05295235542335151,"gpt":0.2977095863499473,"spread":0.2447572309265958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006218282,0.0001200595,0.0003112005,0.0002485332,0.0001078075,0.00002895789,0.00008173101,0.0002350548,0.000004373503],"category_scores_gemma":[0.00008900581,0.0001069385,0.00003045621,0.0002120815,0.0002308653,0.0001185945,0.00003330581,0.0001137577,8.941934e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004315155,"about_ca_system_score_gemma":0.00004907231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003503893,"about_ca_topic_score_gemma":0.000006986405,"domain_scores_codex":[0.9989016,0.00005650543,0.0005877788,0.0002319513,0.00008997255,0.0001321924],"domain_scores_gemma":[0.99863,0.00009181314,0.000666822,0.0001291855,0.0003845558,0.00009759407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004580326,0.00008663506,0.001725175,0.0001287902,0.0000822861,2.320189e-7,0.00014137,0.00007480697,0.9414835,0.05346187,0.0001318674,0.002225444],"study_design_scores_gemma":[0.01026987,0.001480704,0.1028495,0.0001039362,0.001695659,0.00154625,0.003375681,0.0226,0.5157306,0.330113,0.008926805,0.001307977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709287,0.0008419164,0.02693981,0.0002645455,0.0003541047,0.0005328387,0.00002852907,0.00001379935,0.00009578298],"genre_scores_gemma":[0.991383,0.00008210095,0.008131338,0.00001564488,0.0002671143,0.00003318174,0.00006602761,0.0000118564,0.000009712646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4257529,"threshold_uncertainty_score":0.4360825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992949205","doi":"10.1007/s10811-012-9967-1","title":"New diacylglyceryltrimethylhomoserines from the marine microalga Nannochloropsis granulata and their nitric oxide inhibitory activity","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Nitric oxide; Betaine; Homoserine; Nitrite; Biochemistry; Chemistry; Lipopolysaccharide; Biology; Stereochemistry; Quorum sensing; Organic chemistry; Nitrate","authors":[{"name":"Arjun H. Banskota","is_ca":true},{"name":"Roumiana Stefanova","is_ca":true},{"name":"Sandra Sperker","is_ca":true},{"name":"Patrick J. McGinn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007639950742052596,"gpt":0.1956482344337757,"spread":0.1880082836917231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003051916,0.0002199429,0.0004177778,0.0000958297,0.0001571469,0.000032264,0.0002790203,0.0002544567,0.0005448029],"category_scores_gemma":[0.00005164933,0.0001239272,0.0001078671,0.0002052476,0.0001963412,0.0001628692,0.0001939321,0.0005329714,0.0000546173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003950733,"about_ca_system_score_gemma":0.00007670286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002735681,"about_ca_topic_score_gemma":0.0001062096,"domain_scores_codex":[0.9989169,0.0001319359,0.0003736657,0.0002393666,0.00008877766,0.0002493061],"domain_scores_gemma":[0.9986088,0.0004878817,0.0004407761,0.0002457799,0.0001097198,0.0001071027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008078308,0.00007377566,0.004618263,0.000005795561,0.0002316567,0.000004130889,0.0001637857,0.00001641757,0.7752008,0.0004465527,0.005307449,0.2131236],"study_design_scores_gemma":[0.0018346,0.0002364324,0.5236848,0.000009242137,0.000132474,0.0001871457,0.0003784299,0.00001552298,0.3562709,0.07613934,0.04078681,0.0003243492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956324,0.0006552681,0.0001138505,0.001314395,0.0004582195,0.0001823155,0.000003845145,0.00001993848,0.001619838],"genre_scores_gemma":[0.9965079,0.0002994947,0.001117864,0.0004367754,0.001459455,0.000008609112,0.000007843898,0.00001686418,0.0001452003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5190665,"threshold_uncertainty_score":0.596521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991999297","doi":"10.1007/s10811-014-0425-0","title":"Bioassay-guided fractionation approach for determination of protein precursors of proteolytic bioactive metabolites from macroalgae","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Rimouski","funders":"","keywords":"Chemistry; Antioxidant; Oxygen radical absorbance capacity; DPPH; Chymotrypsin; Biochemistry; Trypsin; Porphyra; Chromatography; Tandem mass spectrometry; Enzymatic hydrolysis; Hydrolysis; Enzyme; Botany; Biology; Mass spectrometry; Algae","authors":[{"name":"Stéphanie Bondu","is_ca":true},{"name":"Claudie Bonnet","is_ca":true},{"name":"Julie Gaubert","is_ca":true},{"name":"Éric Deslandes","is_ca":false},{"name":"Sylvie L. Turgeon","is_ca":true},{"name":"Lucie Beaulieu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01079130921133305,"gpt":0.2529588723091843,"spread":0.2421675630978513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006231098,0.0001576535,0.0004436396,0.0001695884,0.00003933633,0.000007668725,0.000209873,0.0002309972,0.00001382542],"category_scores_gemma":[0.0002925468,0.0001313041,0.0002066993,0.0001174571,0.0001602889,0.000013212,0.00004292623,0.0001125314,3.433777e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002418082,"about_ca_system_score_gemma":0.0000903664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666685,"about_ca_topic_score_gemma":0.000003341704,"domain_scores_codex":[0.9986913,0.0001048078,0.0006273984,0.0002310793,0.0001922005,0.0001532295],"domain_scores_gemma":[0.9976512,0.0001017201,0.001487517,0.0001756666,0.000535747,0.00004814947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001053548,0.0002844071,0.0001690966,0.00006027657,0.0002118491,9.121635e-8,0.00006562771,0.0002085178,0.9835326,0.0007177742,0.00002712855,0.01366909],"study_design_scores_gemma":[0.001317626,0.0008419047,0.001580448,0.00001461367,0.0001290248,0.000003997814,0.0000856953,0.001575103,0.9883661,0.004872741,0.00108827,0.0001244728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8062723,0.0001830576,0.1914727,0.00005058322,0.00006092237,0.0009983242,0.00004747764,0.000002988129,0.0009116082],"genre_scores_gemma":[0.9290744,0.00001871399,0.07037799,0.00002712571,0.0002534035,0.0001417436,0.00006540886,0.00001598553,0.00002519593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228021,"threshold_uncertainty_score":0.5354428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789005587","doi":"10.1007/s10811-018-1407-4","title":"A review of multiple biostimulant and bioeffector benefits of AMPEP, an extract of the brown alga Ascophyllum nodosum, as applied to the enhanced cultivation and micropropagation of the commercially important red algal carrageenophyte Kappaphycus alvarezii and its selected cultivars","year":2018,"lang":"en","type":"review","venue":"Journal of Applied Phycology","topic":"Plant Growth Enhancement Techniques","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Kappaphycus alvarezii; Ascophyllum; Biology; Biomass (ecology); Crop; Micropropagation; Agronomy; Botany; Algae; Horticulture","authors":[{"name":"Anicia Q. Hurtado","is_ca":false},{"name":"Alan T. Critchley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02169522453432477,"gpt":0.2661236980847274,"spread":0.2444284735504026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009786321,0.0003693457,0.001621373,0.00006998307,0.0001294739,0.000012707,0.0006302053,0.0002899198,0.00001590543],"category_scores_gemma":[0.0002529725,0.00012315,0.0002059654,0.0007849759,0.0002847641,0.00006090643,0.0002311905,0.0003426577,2.469855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003295293,"about_ca_system_score_gemma":0.00009143292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005141814,"about_ca_topic_score_gemma":0.0001175051,"domain_scores_codex":[0.9971582,0.0003468081,0.001562014,0.0003385319,0.0003647445,0.0002297428],"domain_scores_gemma":[0.9947415,0.0006011723,0.003901457,0.0001838593,0.0004939304,0.0000780612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002405361,0.0001307416,0.00007345212,0.004273836,0.0001493592,3.258412e-7,0.0001263297,7.194466e-7,0.891162,0.0000546507,0.0001779065,0.1036102],"study_design_scores_gemma":[0.001394321,0.004104452,0.05234549,0.03939094,0.001783727,0.0001553134,0.00009268714,0.00001878917,0.8698057,0.0001734502,0.02996557,0.0007695623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6400192,0.3553233,0.00001005064,0.0001935616,0.0001223316,0.003914559,0.0003393114,0.00001076836,0.00006691214],"genre_scores_gemma":[0.4771518,0.5223167,0.000229363,0.0001052911,0.00009664701,0.00005338491,0.00003874234,0.000005978573,0.000002081913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1669934,"threshold_uncertainty_score":0.5021912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020301032","doi":"10.1007/s10811-013-9977-7","title":"Bioremediation potential of Palmaria palmata and Chondrus crispus (Basin Head): effect of nitrate and ammonium ratio as nitrogen source on nutrient removal","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Ammonium; Nitrate; Nitrogen; Nutrient; Botany; Chemistry; Animal science; Biology; Environmental chemistry; Ecology","authors":[{"name":"Peter Corey","is_ca":true},{"name":"Jang K. Kim","is_ca":false},{"name":"David J. Garbary","is_ca":true},{"name":"Balakrishnan Prithiviraj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003612564016273837,"gpt":0.2167158338063301,"spread":0.2131032697900563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003471107,0.000148819,0.0004213675,0.00007045815,0.0000746543,0.00001196007,0.0001051028,0.00009038024,0.0002705218],"category_scores_gemma":[0.00003569311,0.0001034985,0.0000716901,0.00008416216,0.0002744452,0.00007329881,0.0001244654,0.0001675141,0.00001862223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002804901,"about_ca_system_score_gemma":0.00001137253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001791262,"about_ca_topic_score_gemma":0.00001616713,"domain_scores_codex":[0.9989338,0.00008499697,0.000399572,0.0001608992,0.0002545253,0.000166238],"domain_scores_gemma":[0.9991452,0.0001237706,0.00051536,0.00009799664,0.0000320066,0.00008573656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003436632,0.0003284429,0.07546914,0.000147193,0.0003036401,0.00002785075,0.001019692,0.0002924559,0.8834363,0.0009683355,0.005554721,0.02901557],"study_design_scores_gemma":[0.008206619,0.007107247,0.3523,0.00006330014,0.0005102286,0.0003963351,0.0007375217,0.0004600346,0.6095605,0.01446332,0.005703422,0.000491381],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960367,0.0001168839,0.000104503,0.0003380395,0.0001031527,0.0003165268,0.00000255219,0.000003532118,0.002978089],"genre_scores_gemma":[0.9990711,0.0001796296,0.0004764854,0.0001105871,0.00009941366,0.000008406919,0.000002137865,0.00000806551,0.00004417379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2768309,"threshold_uncertainty_score":0.4220545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}