{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":27,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":27,"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":"713ba42b3196","filters":{"venue":"Journal of Minerals and Materials Characterization and Engineering"}},"results":[{"id":"W2546485100","doi":"10.4236/jmmce.2016.46028","title":"Thermodynamics of the Reduction Roasting of Nickeliferous Laterite Ores","year":2016,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laterite; Nickel; Pyrometallurgy; Ferroalloy; Roasting; Metallurgy; Geology; Materials science; Mineralogy; Smelting","authors":[{"name":"R. Elliott","is_ca":true},{"name":"C.A. Pickles","is_ca":true},{"name":"J. Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006343450949523114,"gpt":0.1772333854170488,"spread":0.1708899344675257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001955194,0.00008030552,0.0001922574,0.00006671135,0.00001602338,0.00001694418,0.00004169543,0.00004282473,0.00001172789],"category_scores_gemma":[0.00003475496,0.00004476133,0.00002784653,0.00004591186,0.00001671554,0.0001841792,0.00001558162,0.00003750107,8.335938e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007219558,"about_ca_system_score_gemma":0.00000390224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000195039,"about_ca_topic_score_gemma":1.829096e-7,"domain_scores_codex":[0.9994021,0.00001750528,0.0003996185,0.00004207777,0.00007262392,0.00006607678],"domain_scores_gemma":[0.9996569,0.00001550584,0.0002034388,0.0000486688,0.00004704228,0.00002851555],"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":[0.00001346576,0.000003623597,0.00006641529,0.0001267726,0.00002037167,2.569332e-7,0.00009595117,0.0002492585,0.9934788,0.00009934696,0.000002339491,0.005843433],"study_design_scores_gemma":[0.0003885007,0.00004282224,0.03392366,0.0005770316,0.00002928181,0.0001495022,0.00002796113,0.00268163,0.9614953,0.00001548136,0.0005580843,0.0001107434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924485,0.0000737259,0.006674616,0.00006274482,0.0006640225,0.00003744694,0.00001564357,0.00001092005,0.00001237569],"genre_scores_gemma":[0.9986952,0.0007756391,0.0003459691,0.000004326153,0.0001246035,5.324374e-7,0.000001672148,0.0000120476,0.00004001731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03385724,"threshold_uncertainty_score":0.1825314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011317869","doi":"10.4236/jmmce.2020.82002","title":"Experimental Investigation of Laser Surface Hardening of AISI 4340 Steel Using Different Laser Scanning Patterns","year":2020,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Materials science; Laser; Hardening (computing); Scanning electron microscope; Laser scanning; Taguchi methods; Hardened steel; Laser power scaling; Case hardening; Design of experiments; Response surface methodology; Composite material; Optics; Hardness; Computer science; Mathematics","authors":[{"name":"Baha Tarchoun","is_ca":true},{"name":"Abderrazak El Ouafi","is_ca":true},{"name":"Ahmed Chebak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0181780018275283,"gpt":0.206591849749526,"spread":0.1884138479219977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008570145,0.0001492531,0.000396347,0.00006725114,0.00002141802,0.00004204504,0.00004235704,0.00004446806,0.00001358438],"category_scores_gemma":[0.00001906575,0.0001344533,0.00003016287,0.00005440824,0.00001667691,0.0003076115,0.00003446074,0.00005546803,5.712932e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001520504,"about_ca_system_score_gemma":0.000004753814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002628765,"about_ca_topic_score_gemma":1.082006e-7,"domain_scores_codex":[0.9991465,0.00001928774,0.0005249868,0.00007632924,0.0001218388,0.0001110724],"domain_scores_gemma":[0.9995906,0.00001846602,0.0002093737,0.00003853102,0.00005520451,0.0000878029],"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":[0.00002227814,0.000005626173,0.001951646,0.0004086521,0.00005861483,0.000002655125,0.001293217,0.01907283,0.9771515,0.000009380936,0.000005803651,0.00001782671],"study_design_scores_gemma":[0.0004500401,0.00006444088,0.02112544,0.0003169953,0.00003216866,0.0000113473,0.0001290753,0.01207214,0.9656482,3.127366e-7,0.00003243909,0.0001173687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926818,0.0001799899,0.006702806,0.00004341093,0.0002690953,0.00006576312,0.00003643864,0.00001933648,0.000001364557],"genre_scores_gemma":[0.998552,0.0001984555,0.001042224,0.000017512,0.0001448638,8.599915e-7,0.00001225295,0.00002626423,0.000005586652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191738,"threshold_uncertainty_score":0.5482846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2259379849","doi":"10.4236/jmmce.2016.41009","title":"Role of Microstructural Features in Toughness Improvement of Zirconia Toughened Alumina","year":2016,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada; National Research Council Canada; University of Ottawa","funders":"National Research Council Canada","keywords":"Materials science; Composite material; Charpy impact test; Indentation; Toughness; Fracture toughness; Cubic zirconia; Knoop hardness test; Microstructure; Scanning electron microscope; Porosity; Indentation hardness; Ceramic; Vickers hardness test","authors":[{"name":"Olaniyi Fakolujo","is_ca":true},{"name":"Ali Akbar Merati","is_ca":true},{"name":"Mariusz Bielawski","is_ca":true},{"name":"Manon Bolduc","is_ca":true},{"name":"Michel Nganbe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003322914001948156,"gpt":0.1905791490093791,"spread":0.1872562350074309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987488,0.0001386112,0.0004616273,0.0001273113,0.00001356784,0.00003051031,0.00008613963,0.00006020143,0.00009702015],"category_scores_gemma":[0.0000771373,0.00009368568,0.00002439456,0.00004658186,0.00004599753,0.0003398715,0.00004825363,0.00002287087,2.249264e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000179925,"about_ca_system_score_gemma":0.00001439878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001498221,"about_ca_topic_score_gemma":0.000001222745,"domain_scores_codex":[0.998881,0.00002730477,0.0007086797,0.0001177106,0.00011506,0.0001502132],"domain_scores_gemma":[0.99921,0.00004509358,0.0005250235,0.00008390035,0.00008669208,0.00004931013],"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":[0.0001388535,0.0000135054,0.00007708241,0.0001798088,0.000007953443,0.000001776322,0.0002073956,0.00001173626,0.9950097,0.0001764931,0.000001322398,0.004174402],"study_design_scores_gemma":[0.0006069295,0.00008711692,0.02886241,0.0003158015,0.00001223867,0.00004192426,0.00003825726,0.000005082733,0.9697269,0.00007505669,0.0001232476,0.0001050687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984792,0.0001141469,0.0007377046,0.00008277883,0.0003929174,0.00009180693,0.00009279602,0.000005984149,0.000002619742],"genre_scores_gemma":[0.9975437,0.0003439884,0.001934696,0.0000121715,0.0001076626,0.000003176559,0.000003512027,0.00001445686,0.00003664682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02878533,"threshold_uncertainty_score":0.3820391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361804078","doi":"10.4236/jmmce.2023.112003","title":"Auxetics in Biomedical Applications: A Review","year":2023,"lang":"en","type":"review","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Auxetics; Finite element method; Materials science; Field (mathematics); Mechanical engineering; Computer science; Nanotechnology; Engineering drawing; Structural engineering; Engineering; Composite material; Mathematics; Pure mathematics","authors":[{"name":"Sean Rose","is_ca":true},{"name":"Dexter Siu","is_ca":true},{"name":"JD Zhu","is_ca":false},{"name":"Reem Roufail","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01635691982666404,"gpt":0.2578798771022948,"spread":0.2415229572756308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002084689,0.0002073173,0.0009779111,0.0002822725,0.00001151155,0.00005526051,0.00007699367,0.0001258254,0.00001307057],"category_scores_gemma":[0.00001711073,0.0001670899,0.00006129414,0.000199663,0.00001052993,0.00007154803,0.00002778242,0.0001387509,0.000001786127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001883018,"about_ca_system_score_gemma":0.00001420206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.8375e-7,"about_ca_topic_score_gemma":1.084828e-7,"domain_scores_codex":[0.9988816,0.00002051207,0.0007985561,0.00008926924,0.00009012622,0.0001199382],"domain_scores_gemma":[0.9996392,0.00003075779,0.0001597764,0.00007178324,0.00002097463,0.00007748094],"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":[0.000003177367,0.00001661429,4.184617e-7,0.2876228,0.0001830114,0.00005281097,0.00006066657,0.00002911557,0.07303373,0.0002004645,0.0002483526,0.6385489],"study_design_scores_gemma":[0.0001087304,0.00001389574,0.00001891669,0.03102937,0.0001621108,0.0002457772,0.000001240688,0.00009661142,0.00004572287,0.000004937987,0.9680824,0.000190256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006538365,0.99704,0.001590717,0.00001527517,0.0003620935,0.0002495743,0.00004836786,0.00003674232,0.000003343133],"genre_scores_gemma":[0.00004174378,0.9991757,0.000205024,0.00001379647,0.0003121538,0.00002821778,0.0001527607,0.00004558272,0.00002501041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9678341,"threshold_uncertainty_score":0.681373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974592479","doi":"10.4236/jmmce.2014.21007","title":"Mineralogical Characterization of Sieved and Un-Sieved Samples","year":2014,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Characterization (materials science); Fractionation; Particle size; Sample size determination; Mineralogy; Materials science; Liberation; Analytical Chemistry (journal); Chromatography; Chemistry; Mathematics; Nanotechnology; Statistics","authors":[{"name":"R. Lastra","is_ca":true},{"name":"W. Petruk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008750176886325735,"gpt":0.1804859231663777,"spread":0.171735746280052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002909112,0.0001719569,0.0004007548,0.0001360716,0.0000345542,0.00009186602,0.00004602567,0.000089818,0.00001546948],"category_scores_gemma":[0.00004987726,0.0001449354,0.00002244661,0.0000740375,0.00002366229,0.0002974996,0.00002280753,0.0000722601,2.004019e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006279481,"about_ca_system_score_gemma":0.000003837542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001596458,"about_ca_topic_score_gemma":1.344389e-7,"domain_scores_codex":[0.9991109,0.00002538424,0.0005233155,0.0001017165,0.00009545322,0.0001432064],"domain_scores_gemma":[0.9995633,0.00003491441,0.0001839959,0.00005390969,0.0000630586,0.0001008543],"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":[0.00001824796,0.000008355029,0.0001350231,0.0003285984,0.00002360053,0.000001260515,0.0001799152,0.0002338382,0.9953225,0.0001728835,0.000005024662,0.003570769],"study_design_scores_gemma":[0.001487355,0.0002126851,0.1443634,0.0005773306,0.00008824174,0.0002158031,0.00002617127,0.02499958,0.8227918,0.00005435712,0.004665858,0.0005174488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799898,0.00007774893,0.01940445,0.00006784962,0.0003421925,0.00005179539,0.00002334049,0.00003421019,0.000008579445],"genre_scores_gemma":[0.9970633,0.000875295,0.001638843,0.0000340603,0.0002856076,0.000002000128,0.0000423371,0.00002509547,0.0000334267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1725307,"threshold_uncertainty_score":0.5910293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1495472409","doi":"10.4236/jmmce.2011.1012085","title":"Development and Calibration of a Quantitative, Automated Mineralogical Assessment Method Based on SEM-EDS and Image Analysis: Application for Fine Tailings","year":2011,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Agnico Eagle (Canada); Université du Québec en Abitibi-Témiscamingue; Centre Technologique des Résidus Industriels; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tailings; Calibration; Environmental science; Metallurgy; Materials science; Mathematics; Statistics","authors":[{"name":"Raphaël Mermillod-Blondin","is_ca":true},{"name":"Mostafa Benzaazoua","is_ca":true},{"name":"M. Kongolo","is_ca":false},{"name":"P. De Donato","is_ca":false},{"name":"Bruno Bussière","is_ca":true},{"name":"Philippe Marion","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02160922972795495,"gpt":0.2711249975607471,"spread":0.2495157678327921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003879792,0.0001350745,0.0003369799,0.000244651,0.00003596406,0.00005546291,0.00002526422,0.00006011395,0.000004440536],"category_scores_gemma":[0.00002611536,0.0001114754,0.00002035544,0.0001130721,0.00001281819,0.000198776,0.000009774771,0.00004334086,2.381563e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000890833,"about_ca_system_score_gemma":0.000009252096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002847948,"about_ca_topic_score_gemma":8.0537e-7,"domain_scores_codex":[0.9992514,0.00001838519,0.0004538929,0.0001082608,0.00007428657,0.00009378495],"domain_scores_gemma":[0.9996099,0.00004314308,0.0001782874,0.00003809037,0.00006632201,0.00006421239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004373679,0.00001726497,0.0001177439,0.0004113763,0.00007483972,8.224504e-7,0.0003526659,0.003067232,0.9942867,0.0002298483,0.000004399453,0.001393417],"study_design_scores_gemma":[0.0005608718,0.0001155821,0.02002832,0.0001248303,0.0001216955,0.00000962694,0.00002644434,0.8795845,0.09910409,0.000008452846,0.0001665306,0.0001490578],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6777403,0.00004364896,0.3220335,0.00002129862,0.00003723118,0.00007680849,0.00001453324,0.00002867371,0.000003999398],"genre_scores_gemma":[0.8113188,0.00006879149,0.1884806,0.00001369874,0.0000273619,0.000011812,0.00005963674,0.0000128305,0.000006570383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8951825,"threshold_uncertainty_score":0.4545835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285741050","doi":"10.4236/jmmce.2022.104025","title":"Unit Cell Modelling of Auxetic Structure","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Auxetics; Materials science; Poisson's ratio; Finite element method; Composite material; Transverse plane; Ultimate tensile strength; Hexagonal crystal system; Poisson distribution; Structural engineering; Crystallography; Mathematics","authors":[{"name":"Sydney Pothier","is_ca":true},{"name":"Reem Roufail","is_ca":true},{"name":"Margaret Malton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006763180774749678,"gpt":0.1591917477097581,"spread":0.1524285669350084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007389167,0.00009421539,0.000204351,0.0001158256,0.00003432778,0.00002967588,0.00004972266,0.00002578966,0.00008213607],"category_scores_gemma":[0.000001696246,0.00008882869,0.00002049853,0.0000590814,0.00000620875,0.00008949002,0.00002810889,0.00008071221,3.615328e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000068542,"about_ca_system_score_gemma":0.000004674158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001613289,"about_ca_topic_score_gemma":5.322416e-8,"domain_scores_codex":[0.9994773,0.00001278046,0.0002904029,0.0000480427,0.00009018234,0.00008133591],"domain_scores_gemma":[0.9997906,0.000008615438,0.00008997466,0.00004305295,0.00002552617,0.0000422014],"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":[0.00001100695,0.000003007059,0.0000160876,0.0001491617,0.00001260257,0.000002700092,0.0001929975,0.1652368,0.8341232,0.00007079824,0.000005041069,0.0001765471],"study_design_scores_gemma":[0.0008303009,0.0001371492,0.002770748,0.00006773439,0.00006691555,0.0003096695,0.00009335808,0.1164464,0.8738345,0.00006752351,0.005075571,0.0003000741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848264,0.0003732307,0.01424466,0.00001095059,0.0004302452,0.00003648032,0.00005341105,0.00001334306,0.00001128565],"genre_scores_gemma":[0.9987566,0.0003077465,0.0007587201,0.000009495038,0.00009548849,8.341478e-7,0.00002601578,0.00001766922,0.00002742741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04879041,"threshold_uncertainty_score":0.3622329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2725498442","doi":"10.4236/jmmce.2017.54019","title":"Alternate Environmentally Friendly De-Painting Process for Aircraft Structures-Atmospheric Plasma","year":2017,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":8,"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":"","keywords":"Environmentally friendly; Process (computing); Atmospheric-pressure plasma; Environmental science; Plasma; Computer science; Physics","authors":[{"name":"Ali Akbar Merati","is_ca":true},{"name":"Marko Yanishevsky","is_ca":true},{"name":"Tessa Despinic","is_ca":true},{"name":"Philip Lo","is_ca":true},{"name":"Vladimir Pankov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007378294998538221,"gpt":0.2216932216449227,"spread":0.2143149266463845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002088056,0.0001703657,0.0002648383,0.00003018809,0.0001249865,0.0003096663,0.0001137784,0.0001074768,0.00001384543],"category_scores_gemma":[0.00005683228,0.0001555572,0.00002881107,0.00001495994,0.00001867508,0.0004033411,0.00002253694,0.0001083481,2.190813e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310134,"about_ca_system_score_gemma":0.000007942316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001736272,"about_ca_topic_score_gemma":3.595772e-7,"domain_scores_codex":[0.9992805,0.000008411937,0.0003482284,0.00009932881,0.0000766433,0.0001869118],"domain_scores_gemma":[0.9995545,0.00001623155,0.0002087033,0.00009196728,0.00003110279,0.00009746013],"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":[0.0000157938,0.00000476207,0.0003711497,0.0002019678,0.00002425818,0.00000729599,0.0002554859,0.003205171,0.995316,0.00005652574,0.000009366539,0.000532225],"study_design_scores_gemma":[0.001558555,0.0001534483,0.06467209,0.000352559,0.00008681185,0.0003567501,0.00005272693,0.01407962,0.9154857,0.0000288202,0.002687172,0.0004857545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877366,0.00003182905,0.01131888,0.00005240436,0.0006797517,0.0001127108,0.00002930307,0.00003530647,0.000003163796],"genre_scores_gemma":[0.9938506,0.0001946583,0.005465168,0.00001456382,0.0003663606,0.000008992564,0.00001462613,0.00004479165,0.00004026358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0798303,"threshold_uncertainty_score":0.6343439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2682203870","doi":"10.4236/jmmce.2017.54014","title":"The Effect of Atmospheric Plasma Paint Stripping on the Fatigue Crack Growth Properties of Aluminium Substrates","year":2017,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Hazardous waste; Stripping (fiber); Abrasive; Aluminium; Materials science; Metallurgy; Waste management; Corrosion; Composite material; Engineering","authors":[{"name":"Ali Akbar Merati","is_ca":true},{"name":"Marko Yanishevsky","is_ca":true},{"name":"Tessa Despinic","is_ca":true},{"name":"Philip Lo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01413332325634032,"gpt":0.2084367843714569,"spread":0.1943034611151166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114484,0.0001704374,0.000426809,0.00001929011,0.0002094216,0.00025976,0.0002315336,0.00005266943,0.0000275133],"category_scores_gemma":[0.0006732172,0.00008605784,0.00003761535,0.00002564441,0.0001339802,0.0003055598,0.00006193213,0.00005187882,4.490329e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023134,"about_ca_system_score_gemma":0.00001256358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001195625,"about_ca_topic_score_gemma":5.953799e-7,"domain_scores_codex":[0.9988428,0.0001161939,0.0006214461,0.0001073638,0.000152918,0.0001592253],"domain_scores_gemma":[0.9984316,0.0002214929,0.001007445,0.0001874836,0.0001076117,0.00004435846],"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":[0.0002144824,0.000007054879,0.00009190706,0.0002909789,0.00002129397,0.000001363225,0.0001384268,0.0001060445,0.9982612,0.0004124626,0.000003699951,0.0004510957],"study_design_scores_gemma":[0.0003038478,0.0002076102,0.005003898,0.0004826608,0.00002643954,0.00001845748,0.00004175747,0.0004003067,0.993345,0.00001453405,0.00006366222,0.00009184745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984198,0.0000758236,0.0003637322,0.0003039341,0.0006339615,0.0001670027,0.00002007938,0.000007854303,0.000007829264],"genre_scores_gemma":[0.9989962,0.0005347354,0.0002543021,0.000008862692,0.0001519251,0.000008620447,0.000001340742,0.00001733799,0.00002668814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004916212,"threshold_uncertainty_score":0.3509337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801879601","doi":"10.4236/jmmce.2018.63022","title":"ANN Based Predictive Modelling of Weld Shape and Dimensions in Laser Welding of Galvanized Steel in Butt Joint Configurations","year":2018,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cégep de Rimouski; Université du Québec à Rimouski","funders":"","keywords":"Welding; Artificial neural network; Galvanization; Butt joint; Laser beam welding; Reliability (semiconductor); Butt welding; Mechanical engineering; Joint (building); Structural engineering; Materials science; Engineering; Computer science; Power (physics); Artificial intelligence; Composite material","authors":[{"name":"Laurent Jacques","is_ca":true},{"name":"Abderrazak El Ouafi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01671906638242433,"gpt":0.2039843165918418,"spread":0.1872652502094174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001907227,0.00009778314,0.0002991996,0.0002346906,0.0000149079,0.00002186576,0.000026014,0.0000638682,0.00001498449],"category_scores_gemma":[0.00002796338,0.00008552388,0.00001449937,0.00008599485,0.00002373955,0.0001627653,0.00001464174,0.00005956947,2.672158e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008527468,"about_ca_system_score_gemma":0.000007192599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009342455,"about_ca_topic_score_gemma":0.000002285951,"domain_scores_codex":[0.9992808,0.00001507475,0.0004837435,0.00006504179,0.00006421684,0.00009109401],"domain_scores_gemma":[0.9997015,0.00003152759,0.0001229132,0.00003909299,0.00006490193,0.00004004658],"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":[0.00003121801,0.00001289761,0.0001874861,0.0001951626,0.00001072761,0.000002210199,0.0002144109,0.04114553,0.9581063,0.00002634413,0.000005542462,0.00006218298],"study_design_scores_gemma":[0.0006121232,0.0001120784,0.0172967,0.0008921974,0.0000156014,0.00001130326,0.00003782694,0.1866029,0.7942192,0.00001510735,0.00008117445,0.0001037702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983246,0.0001191165,0.01633331,0.00004532887,0.0001101483,0.00008507723,0.0000375877,0.000013911,0.000009563166],"genre_scores_gemma":[0.9964817,0.001005005,0.002422878,0.000007077294,0.00005726143,0.00000261662,0.000007068379,0.00001313553,0.000003298777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638871,"threshold_uncertainty_score":0.3487563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2780699588","doi":"10.4236/jmmce.2018.61002","title":"Effect of Atmospheric Plasma Paint Removal on the Fatigue Performance of 2024-T3 Aluminium Alloy Sheet","year":2017,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Material Properties and Applications","field":"Materials Science","cited_by":6,"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":"","keywords":"Aluminium; Metallurgy; Materials science; Alloy; Aluminium alloy","authors":[{"name":"Marko Yanishevsky","is_ca":true},{"name":"Ali Akbar Merati","is_ca":true},{"name":"Yan Bombardier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01281417476789619,"gpt":0.2199995598003088,"spread":0.2071853850324126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008408515,0.0001302885,0.000352541,0.00001878395,0.0001106412,0.0001330157,0.0001707242,0.00004876988,0.0001343056],"category_scores_gemma":[0.0001047644,0.00007674883,0.00003148741,0.00002387564,0.00004838419,0.0002143128,0.00006319617,0.00004336768,9.000258e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009118815,"about_ca_system_score_gemma":0.00000913743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001764376,"about_ca_topic_score_gemma":2.345173e-7,"domain_scores_codex":[0.9991407,0.0000521396,0.0004841857,0.00009559742,0.000114381,0.0001129449],"domain_scores_gemma":[0.9990362,0.00005664589,0.0006148944,0.000177743,0.0000672466,0.00004726375],"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":[0.0001875149,0.00001230854,0.0000620705,0.0003120569,0.0000107818,0.000001112026,0.00007550494,0.0001636693,0.9979527,0.0002548437,0.00003917016,0.0009282492],"study_design_scores_gemma":[0.0003636573,0.0004746242,0.004697723,0.0003021943,0.00002413543,0.00003455708,0.000007812853,0.002307894,0.9901354,0.000002003467,0.001559339,0.00009068684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987091,0.0000232295,0.0001224229,0.0003202002,0.0006265952,0.0001387545,0.00002470279,0.000005588246,0.00002943129],"genre_scores_gemma":[0.9988121,0.0004112326,0.000388659,0.000022648,0.0001779822,0.000007196398,0.000003525753,0.00001263514,0.0001639847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007817345,"threshold_uncertainty_score":0.3129727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185481565","doi":"10.4236/jmmce.2021.94027","title":"Physicochemical and Mineralogical Characterizations of Wastes Coming from Phosphate Ore Processing of Hahoto&amp;amp;#233; and Kpogam&amp;#233; Mines","year":2021,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"International Development Research Centre","keywords":"Fourier transform infrared spectroscopy; Phosphate; Photocatalysis; Materials science; Mineral processing; Inductively coupled plasma; Nuclear chemistry; Chemistry; Waste management; Metallurgy; Environmental chemistry; Chemical engineering; Mineralogy; Environmental science; Pulp and paper industry; Plasma; Catalysis; Physics; Engineering","authors":[{"name":"Moursalou Koriko","is_ca":false},{"name":"Dodji Zounon","is_ca":false},{"name":"Sanonka Tchegueni","is_ca":false},{"name":"Diyadola Dihéénane Bafai","is_ca":false},{"name":"Koffi Agbégnigan Degbe","is_ca":false},{"name":"Koffi Fiaty","is_ca":false},{"name":"Patrick Drogui","is_ca":true},{"name":"Gado Tchangbédji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01287666684516824,"gpt":0.2105299297141551,"spread":0.1976532628689869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001548572,0.0001704935,0.0004411357,0.00005159506,0.00005020959,0.00009131421,0.0000536941,0.00006372982,0.0001157193],"category_scores_gemma":[0.0000574585,0.0001438674,0.00002897122,0.0001105925,0.00007018435,0.0003560348,0.0001389637,0.00005094106,3.966385e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001241899,"about_ca_system_score_gemma":0.000006378159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000235297,"about_ca_topic_score_gemma":0.000004142308,"domain_scores_codex":[0.9989487,0.00002406674,0.0005481844,0.0001846464,0.0001527862,0.0001416106],"domain_scores_gemma":[0.9993676,0.00003654601,0.0003652599,0.00008026145,0.00004651411,0.0001038531],"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":[0.00004939389,0.00005983658,0.003432272,0.0002493128,0.00002564278,0.000002577077,0.0004440061,0.00001922405,0.9944751,0.00003128268,0.00003497739,0.001176362],"study_design_scores_gemma":[0.001572357,0.00007888834,0.2520082,0.0009317599,0.000160526,0.00009132067,0.00008357114,0.0008017633,0.7306604,0.00008766149,0.01309808,0.0004255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969572,0.0004880741,0.002034732,0.0002362855,0.0001146689,0.000084436,0.0000684093,0.00000745657,0.000008703636],"genre_scores_gemma":[0.9925832,0.002321623,0.004637758,0.00006072568,0.00009837512,0.000003464313,0.0001255436,0.00001555173,0.0001537648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2638147,"threshold_uncertainty_score":0.5866744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294250576","doi":"10.4236/jmmce.2022.105028","title":"Physico-Chemical and Mineralogical Characterizations of Two Togolese Clays for Geopolymer Synthesis","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Geopolymer; Materials science; Fourier transform infrared spectroscopy; Portland cement; Thermogravimetric analysis; Raw material; Kaolinite; Amorphous solid; Chemical engineering; Fly ash; Cement; Composite material; Metallurgy; Chemistry; Organic chemistry","authors":[{"name":"Komla Mawoulikplim Anove","is_ca":false},{"name":"Sanonka Tchegueni","is_ca":false},{"name":"Koffi Agbégnigan Degbe","is_ca":false},{"name":"Koffi Fiaty","is_ca":false},{"name":"Moursalou Koriko","is_ca":false},{"name":"Patrick Drogui","is_ca":true},{"name":"Gado Tchangbédji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01244175839246992,"gpt":0.2244929559228552,"spread":0.2120511975303853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424317,0.0001334823,0.0003643544,0.0001336507,0.00005251681,0.00006658745,0.00006086608,0.00003479587,0.0001105099],"category_scores_gemma":[0.00003478198,0.000123697,0.00003307335,0.00006785807,0.00001946934,0.000177371,0.00006449391,0.00006148519,1.047714e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001509018,"about_ca_system_score_gemma":0.000008496987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002733233,"about_ca_topic_score_gemma":8.162562e-8,"domain_scores_codex":[0.9991593,0.0000261483,0.0004411311,0.00009747457,0.0001220133,0.0001538758],"domain_scores_gemma":[0.9996324,0.00006483622,0.0001151324,0.00005739088,0.00005027439,0.00007998057],"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":[0.00005703446,0.00001447973,0.00002932058,0.0002610023,0.00004183643,0.000001981994,0.0001204863,0.000148333,0.9975734,0.0003462552,0.00002987571,0.00137593],"study_design_scores_gemma":[0.001074517,0.0001475909,0.00254604,0.00008472783,0.00007404689,0.000113639,0.0000507384,0.007609651,0.9850636,0.00002828392,0.002947863,0.0002593112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970178,0.000122947,0.002098662,0.0001135014,0.000253553,0.0001396134,0.0002297901,0.00001786163,0.000006281898],"genre_scores_gemma":[0.9985942,0.0005209975,0.0004681248,0.00002637935,0.0002242988,0.00004485398,0.00006590757,0.00002510634,0.0000301712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250987,"threshold_uncertainty_score":0.5044217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211017424","doi":"10.4236/jmmce.2022.102007","title":"Characterization of the Clay Collected in the Locality of Dolisie in Congo-Brazzaville","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Kaolinite; Illite; Clay minerals; Mineralogy; Geology; Feldspar; Characterization (materials science); Geochemistry; Materials science; Quartz","authors":[{"name":"Rarahu Nursie Mboho Oba","is_ca":false},{"name":"Grace Mazel Ifo","is_ca":false},{"name":"Erman Eloge Nzaba Madila","is_ca":true},{"name":"Flora Zita Mpissi Diamouangana","is_ca":false},{"name":"Thierry Vila","is_ca":false},{"name":"Mozalin Paul Foutou","is_ca":false},{"name":"Joseph-Marie Moutou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02335997808317982,"gpt":0.2997416821918135,"spread":0.2763817041086337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009293666,0.00007782337,0.0002755559,0.0001259803,0.0000784857,0.000008305339,0.0001171201,0.00004759273,0.00008371729],"category_scores_gemma":[0.00007010502,0.00004937889,0.00002060263,0.0002450351,0.00001711851,0.0001198388,0.00007159956,0.0001905083,5.89545e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003235011,"about_ca_system_score_gemma":0.00004159002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003512393,"about_ca_topic_score_gemma":0.000005634618,"domain_scores_codex":[0.998558,0.0003409575,0.0007588564,0.00006120859,0.0001647083,0.0001162469],"domain_scores_gemma":[0.999161,0.00008798244,0.0005842554,0.0000777341,0.00006957517,0.00001944432],"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":[0.0001052705,0.00003391971,0.003848335,0.0001407395,0.0000102302,9.54498e-7,0.002055434,0.00003879118,0.9934645,0.000157692,0.000008656857,0.0001354823],"study_design_scores_gemma":[0.00156883,0.00009897933,0.9624415,0.0002435748,0.00001709201,0.00001338104,0.0004563714,0.000255401,0.03168865,0.00001471405,0.003121944,0.00007955256],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982913,0.00003743267,0.00006246725,0.0007226871,0.0004839035,0.0003091444,0.00008365877,0.000002580054,0.000006882904],"genre_scores_gemma":[0.9993672,0.0001864547,0.00002484344,0.0002621424,0.00005715783,0.00001370803,0.00002744057,0.000008248172,0.00005280805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9617758,"threshold_uncertainty_score":0.2013613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385432852","doi":"10.4236/jmmce.2023.114008","title":"Physic, Chemical and Mineralogical Characterizations of Clays Used in the Making of Traditional Ceramics in the City of Katiola, C &amp;amp;#244;te d’Ivoire","year":2023,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Kaolinite; Mineralogy; Scanning electron microscope; Fourier transform infrared spectroscopy; Quartz; Muscovite; Ceramic; Materials science; Pottery; Nuclear chemistry; Metallurgy; Chemistry; Analytical Chemistry (journal); Chemical engineering; Archaeology; Composite material; Environmental chemistry","authors":[{"name":"Isabelle Linda He","is_ca":false},{"name":"Grah Patrick Atheba","is_ca":false},{"name":"N’guadi Blaise Allou","is_ca":false},{"name":"Patrick Drogui","is_ca":false},{"name":"My Alı El Khakani","is_ca":true},{"name":"Gildas K. Gbassi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06656925491024206,"gpt":0.2695683559832572,"spread":0.2029991010730152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007039018,0.0001284864,0.0003991015,0.0001836511,0.00003400713,0.0000635331,0.0001211985,0.0000700146,0.00003571096],"category_scores_gemma":[0.00013753,0.00008530766,0.00004241641,0.0002515185,0.00006503756,0.0002794383,0.00003073983,0.0001033077,2.864511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001065726,"about_ca_system_score_gemma":0.00001672399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002050402,"about_ca_topic_score_gemma":0.00001305602,"domain_scores_codex":[0.9986883,0.00009206172,0.0007834118,0.0001106911,0.0001950072,0.0001305013],"domain_scores_gemma":[0.9991876,0.0001920237,0.0004189241,0.00009361574,0.00008559279,0.00002220623],"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":[0.00004215368,0.00007519084,0.0008231604,0.0001558508,0.000007875491,0.000001939977,0.002359932,0.000100525,0.9954848,0.0008388525,0.00002339887,0.00008634478],"study_design_scores_gemma":[0.001968759,0.0002188968,0.7387524,0.001148496,0.00009452461,0.0003119302,0.0009944687,0.002839793,0.2515104,0.0004377882,0.001285225,0.000437341],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982801,0.00002501311,0.0004252846,0.0007930945,0.0001711748,0.0001197785,0.0001728303,0.000005228566,0.000007511253],"genre_scores_gemma":[0.999095,0.0001924265,0.0003481635,0.00008013161,0.0001495429,0.000008589145,0.0001039293,0.000009113664,0.00001314632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7439744,"threshold_uncertainty_score":0.3478745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944839517","doi":"10.4236/jmmce.2019.73009","title":"Effects of Collectors and Frothers on Copper and Molybdenum Coarse Particle Recoveries—A Statistical Approach","year":2019,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Copper; Molybdenum; Particle (ecology); Metallurgy; Chemistry; Environmental science; Materials science; Geology","authors":[{"name":"Tony Di Feo","is_ca":true},{"name":"R. Lastra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004056740515904636,"gpt":0.1888670450067668,"spread":0.1848103044908621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371085,0.00008015009,0.0001914997,0.00003347549,0.00001953258,0.00004242025,0.0000182313,0.00003598881,0.00009341358],"category_scores_gemma":[0.00002871875,0.00006460726,0.000007594306,0.00003389202,0.00003032289,0.0001631387,0.00001779102,0.00003046929,7.544245e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007587727,"about_ca_system_score_gemma":0.000002434944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007741948,"about_ca_topic_score_gemma":2.397135e-7,"domain_scores_codex":[0.9995109,0.00002792428,0.0002258428,0.00008516898,0.00008234171,0.00006782531],"domain_scores_gemma":[0.9997431,0.00004297551,0.0001091386,0.00003005157,0.00000907356,0.00006567851],"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":[0.00006072908,0.00001820376,0.0008433384,0.00009223005,0.000007102515,9.107379e-7,0.0002940307,0.00003284813,0.9977542,0.0003045477,0.00009157846,0.0005002659],"study_design_scores_gemma":[0.001350366,0.000515869,0.1384516,0.0001073633,0.00002619233,0.00004435498,0.00005327323,0.004936839,0.8523985,0.00002915207,0.001886304,0.0002002057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980808,0.0000263158,0.001593615,0.00004672825,0.00006943652,0.0001340715,0.00001143916,0.000006633215,0.00003094439],"genre_scores_gemma":[0.9980505,0.0004083553,0.001212705,0.00008859777,0.00001840217,0.00000357226,0.0000058436,0.000008215639,0.000203852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453557,"threshold_uncertainty_score":0.2634608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085968212","doi":"10.4236/jmmce.2014.23025","title":"Electrostatic Separation as a Characterizing Tool for the Insulation of Conductive Mineral Particles","year":2014,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep de Thetford","funders":"","keywords":"Coating; Materials science; Composite material; Hematite; Talc; Particle (ecology); Electrical conductor; Volume (thermodynamics); Particle size; Mineralogy; Chemical engineering; Metallurgy; Chemistry; Geology","authors":[{"name":"Philippe Bébin","is_ca":true},{"name":"Dave Mavrovic","is_ca":true},{"name":"Annie Rochette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01006928258965336,"gpt":0.2363553367069969,"spread":0.2262860541173435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000569773,0.0001020344,0.0002403329,0.00007949807,0.00006724612,0.0001035604,0.00004745996,0.00003712725,0.00002230518],"category_scores_gemma":[0.0002528319,0.00007217155,0.00002428312,0.00006871517,0.00002284722,0.0003892208,0.00001235018,0.00003195321,6.157546e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033443,"about_ca_system_score_gemma":0.00001704002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004643104,"about_ca_topic_score_gemma":2.166382e-7,"domain_scores_codex":[0.9991496,0.00004096055,0.0004919668,0.00008873295,0.0001072209,0.0001215789],"domain_scores_gemma":[0.9991934,0.0001491681,0.0004082471,0.0000569288,0.0001511224,0.00004112168],"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":[0.0001081996,0.00001306256,0.00004507922,0.00006567518,0.00001192804,1.760745e-7,0.0005004999,0.0001211634,0.9955734,0.002526773,0.000005447202,0.001028588],"study_design_scores_gemma":[0.0009571681,0.0003531514,0.0374195,0.00007019383,0.00005292573,0.0000394722,0.00003945474,0.01445009,0.9444901,0.0002327314,0.001751139,0.0001440695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539911,0.00004969454,0.04522456,0.0002732746,0.0002698312,0.0001630982,0.00001605971,0.000009769278,0.000002630968],"genre_scores_gemma":[0.9980168,0.00009870281,0.00148922,0.0001270546,0.0001985145,0.00001123478,0.00001814838,0.00001093588,0.0000293659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0510833,"threshold_uncertainty_score":0.294307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064293674","doi":"10.4236/jmmce.2014.22017","title":"Effect of Surface Modification on Candidate Alloys for Canadian SCWR Fuel Cladding","year":2014,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Cladding (metalworking); Corrosion; Surface modification; Supercritical fluid; Metallurgy; Austenite; Stress corrosion cracking; Cracking; Austenitic stainless steel; Composite material; Microstructure; Chemical engineering","authors":[{"name":"Jian Li","is_ca":false},{"name":"Pei Liu","is_ca":false},{"name":"Renata Zavadil","is_ca":false},{"name":"T. Malis","is_ca":false},{"name":"Sami Penttilä","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008929970194087804,"gpt":0.2120402973415273,"spread":0.2031103271474395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009549896,0.0001243819,0.0003304869,0.00009517375,0.00005558733,0.0001291158,0.00006254299,0.00005951493,0.00003886388],"category_scores_gemma":[0.0001058783,0.00009243914,0.0000233957,0.00002956023,0.00001747469,0.0001939807,0.00001245062,0.00002760127,0.00000132246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001518718,"about_ca_system_score_gemma":0.00001459904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003006919,"about_ca_topic_score_gemma":0.00001644279,"domain_scores_codex":[0.9992235,0.00006634375,0.0003761517,0.0001030467,0.0000830544,0.0001479605],"domain_scores_gemma":[0.9994523,0.00005820864,0.000240572,0.00006848007,0.00007441458,0.0001060586],"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":[0.0001791894,0.000003743914,0.00002202798,0.0003760317,0.000006984831,3.884704e-7,0.0001369033,0.000247134,0.9980819,0.0004008479,0.00002438601,0.0005204375],"study_design_scores_gemma":[0.0006079313,0.0005316087,0.002003802,0.0002073894,0.00002681204,0.00001585499,0.000006065736,0.0008868456,0.9904612,0.00001175849,0.005117083,0.0001236707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982289,0.00003540337,0.0006639251,0.000148814,0.0006659798,0.0001403761,0.00009395774,0.000009544574,0.00001309371],"genre_scores_gemma":[0.9989186,0.0001472714,0.0005866811,0.00004899573,0.0002110997,0.000003459188,0.00002376943,0.00001993044,0.00004022596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007620747,"threshold_uncertainty_score":0.3769559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1587332949","doi":"10.4236/jmmce.2008.71001","title":"Mineralogical Transformations in Altasteel Electric Arc Furnace Dust Roasted with Na&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;CO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt; and Secondary Ferrite-Forming Additives","year":2008,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Ampere; Physics; Current (fluid)","authors":[{"name":"P. C. Holloway","is_ca":true},{"name":"Thomas H. Etsell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01396248392925154,"gpt":0.1920796820331937,"spread":0.1781171981039421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008186361,0.001348802,0.001827848,0.001075831,0.0005199949,0.0004165099,0.0003153525,0.0005572084,0.0002528328],"category_scores_gemma":[0.0001903532,0.001239004,0.0002322544,0.0007603245,0.0001861457,0.001608228,0.0001304501,0.0009102612,0.00004445507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706596,"about_ca_system_score_gemma":0.00005489212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629454,"about_ca_topic_score_gemma":0.0001578184,"domain_scores_codex":[0.9947967,0.0001576784,0.002232478,0.0007353816,0.0007500962,0.001327669],"domain_scores_gemma":[0.997866,0.0002284718,0.0005977515,0.0004455374,0.0001739418,0.0006883119],"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":[0.0002380385,0.0001664332,0.0003361473,0.00078423,0.0003687875,0.00002810985,0.002792282,0.01094298,0.9799225,0.0000311446,0.001047215,0.003342118],"study_design_scores_gemma":[0.01655968,0.001020163,0.2926201,0.007018158,0.001462189,0.01083569,0.0003423207,0.003945204,0.1360783,0.00005075166,0.5207822,0.009285255],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654833,0.003806704,0.02789561,0.0002253802,0.0008592085,0.0006232308,0.0005907002,0.0003169703,0.0001989085],"genre_scores_gemma":[0.9707696,0.01894898,0.006665323,0.0001243298,0.0008596373,0.0001057174,0.001637789,0.0002721515,0.0006165127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8438442,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974473340","doi":"10.4236/jmmce.2019.75020","title":"Hydrophobicity of Highly Ordered Nanorod Polycrystalline Nickel and Silver Surfaces","year":2019,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Agentúra na Podporu Výskumu a Vývoja","keywords":"Nanorod; Materials science; Adhesion; Surface energy; Nickel; Crystallite; Chemical engineering; Nanotechnology; Metal; Polarizability; Agglomerate; Surface tension; Composite material; Chemistry; Metallurgy; Molecule; Organic chemistry","authors":[{"name":"Ján Macko","is_ca":true},{"name":"Natália Podrojková","is_ca":false},{"name":"Radim Hrdý","is_ca":false},{"name":"Andrej Oriňák","is_ca":false},{"name":"Renáta Oriňáková","is_ca":false},{"name":"Jaromír Hubálek","is_ca":false},{"name":"Jaroslav Vojtuš","is_ca":false},{"name":"Zuzana Kostecká","is_ca":false},{"name":"Roger M. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006502378235797774,"gpt":0.20174847069011,"spread":0.1952460924543122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002727043,0.000142573,0.0004347387,0.0001004905,0.00003009687,0.00008330491,0.00005196437,0.00005147286,0.0001144284],"category_scores_gemma":[0.00003780724,0.0001144105,0.00002192724,0.00005277951,0.00003265747,0.0004426113,0.00006005159,0.00004446331,0.000001970164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008019114,"about_ca_system_score_gemma":0.00001144873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002367046,"about_ca_topic_score_gemma":9.240471e-7,"domain_scores_codex":[0.9990631,0.00002983486,0.000520097,0.0001271852,0.0001296534,0.0001301582],"domain_scores_gemma":[0.9993353,0.00004856577,0.0003816219,0.00007000325,0.00009709811,0.00006734076],"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":[0.000080675,0.00001609186,0.0004335423,0.0001526507,0.00002268915,0.000001883511,0.0002374571,0.00006260648,0.9988612,0.0000372158,0.0000103989,0.00008362467],"study_design_scores_gemma":[0.0005859658,0.0001095802,0.01940051,0.0001560329,0.0000237367,0.00007238192,0.00006185433,0.0002891111,0.978054,0.000003571341,0.001108902,0.0001343661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982655,0.0004606828,0.0002284149,0.0001510894,0.0007429381,0.00007676247,0.000053069,0.00001249757,0.000009036237],"genre_scores_gemma":[0.9979897,0.000986327,0.0005971506,0.00003488998,0.00007275304,0.00000101416,0.000005265656,0.00001385742,0.0002990082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080717,"threshold_uncertainty_score":0.4665523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203702047","doi":"10.4236/jmmce.2021.95035","title":"Morphology Study of Particle Breakage Mechanisms in a Horizontal Stirred Mill: Automated and Manual Point Counting Approaches","year":2021,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Breakage; Agitator; Grinding; Metallurgy; Materials science; Comminution; Abrasion (mechanical); Particle (ecology); Mineral processing; Grind; Composite material; Mineralogy; Geology","authors":[{"name":"Reem Roufail","is_ca":true},{"name":"Bern Klein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0146584417175251,"gpt":0.2102446707113973,"spread":0.1955862289938722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002871026,0.0001229171,0.0003379659,0.0001026154,0.00002271984,0.00007144138,0.00002787197,0.00005501587,0.000006700546],"category_scores_gemma":[0.000030814,0.0001139799,0.00001173772,0.0000928896,0.000009778538,0.0002210636,0.00002973841,0.00006910483,7.647924e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023129,"about_ca_system_score_gemma":0.000006138788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008124957,"about_ca_topic_score_gemma":0.000003390453,"domain_scores_codex":[0.9991997,0.00002823672,0.0004611366,0.00009995151,0.00007778103,0.0001332279],"domain_scores_gemma":[0.999738,0.00002056647,0.0001084398,0.00004244909,0.00003562035,0.00005492994],"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":[0.00001886956,0.00004248185,0.0003471555,0.0002427096,0.00002840947,0.00004369896,0.001102796,0.001508522,0.9960905,0.00005991421,0.000003447868,0.000511462],"study_design_scores_gemma":[0.004543587,0.0005082202,0.1453668,0.0006971747,0.0001147169,0.001403876,0.002788119,0.231118,0.6127868,0.00003642678,0.0000593734,0.0005768596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976403,0.0001980631,0.001809275,0.00003754245,0.0001982589,0.0000645387,0.00001035408,0.00003859652,0.000003097395],"genre_scores_gemma":[0.9987898,0.0001569838,0.0009442686,0.000007167759,0.00005358712,0.000002957195,0.00001012699,0.00001825354,0.00001677921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3833037,"threshold_uncertainty_score":0.4647965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285059426","doi":"10.4236/jmmce.2022.104024","title":"Characterization of Clay Materials and Performance Evaluation of Fired Clay Composites Made for Low-Cost Housing","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Flexural strength; Porosity; Alluvium; Absorption of water; Clay minerals; Characterization (materials science); Bulk density; Materials science; Mineralogy; Geology; Composite material; Soil science; Soil water; Geomorphology","authors":[{"name":"Paulette Cathy Mengue","is_ca":false},{"name":"Michel Mbessa","is_ca":false},{"name":"Cyriaque Rodrigue Kaze","is_ca":false},{"name":"Adeyemi Adesina","is_ca":true},{"name":"Chrispin Pettang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01343140082288906,"gpt":0.2056485319025576,"spread":0.1922171310796685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006065932,0.0001444083,0.0004332237,0.0001529351,0.00007835267,0.00004712129,0.00004762382,0.00004993482,0.00004727995],"category_scores_gemma":[0.00002567251,0.0001368555,0.0000239769,0.000074713,0.00002834014,0.0002427926,0.00004712764,0.00004267591,5.312497e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001955166,"about_ca_system_score_gemma":0.00001094442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001773012,"about_ca_topic_score_gemma":8.106718e-8,"domain_scores_codex":[0.998879,0.00004355522,0.000689555,0.00009410495,0.0001752009,0.0001185862],"domain_scores_gemma":[0.9993669,0.00002443574,0.0003526536,0.00005564116,0.0001605554,0.00003982372],"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":[0.00009386257,0.00001292811,0.00009136168,0.0006184126,0.0000400624,2.216921e-7,0.0001583968,0.00216978,0.9938055,0.00003249274,0.000002374686,0.002974635],"study_design_scores_gemma":[0.0007913542,0.0001095424,0.02898766,0.0001667556,0.00008779296,0.00004358838,0.00002867612,0.008628258,0.960835,0.000008039844,0.0001724879,0.0001408876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965699,0.0001000656,0.002030425,0.00004186706,0.0006964591,0.0002885178,0.0002504311,0.00002046329,0.000001898724],"genre_scores_gemma":[0.9983902,0.0008492677,0.0004551893,0.00001073032,0.0001250312,0.00003483884,0.0001062172,0.00002201909,0.000006479249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03297052,"threshold_uncertainty_score":0.5580804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596961968","doi":"10.4236/jmmce.2017.52006","title":"Development of a Novel Oven-Furnace","year":2017,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vacuum furnace; Casing; Fabrication; Process engineering; Mechanical engineering; Engineering; Metallurgy; Materials science","authors":[{"name":"Olaniyi Gladius Babatunde","is_ca":false},{"name":"Rufus Sola Fayose","is_ca":false},{"name":"A.A. Daniyan","is_ca":false},{"name":"Theresa Chikwuo Ezenwafor","is_ca":false},{"name":"Ebenezer O. Oniya","is_ca":false},{"name":"Nathaniel O. Ajayi","is_ca":false},{"name":"K. M. Oluwasegun","is_ca":false},{"name":"Akintoye Oni Adedeji","is_ca":false},{"name":"Akintunde Ajenifuja","is_ca":false},{"name":"Arinola Gift Akinseloyin","is_ca":false},{"name":"Adelana Razak Adetunji","is_ca":false},{"name":"Samuel Oloruntoba Olugbenga Olusunle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02005484523001058,"gpt":0.222596323351248,"spread":0.2025414781212374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001436645,0.0001010599,0.0002617236,0.00007240679,0.00005874857,0.0000657663,0.00005676713,0.00003338066,0.000005432591],"category_scores_gemma":[0.0000235778,0.00008804634,0.0000153801,0.00001509407,0.00001629341,0.0002539252,0.00001783427,0.00003806968,1.346618e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009098372,"about_ca_system_score_gemma":0.000006901178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.426082e-7,"about_ca_topic_score_gemma":5.378014e-7,"domain_scores_codex":[0.9994346,0.000002922664,0.0003600794,0.00004668535,0.00006855874,0.00008714665],"domain_scores_gemma":[0.9997385,0.000008949133,0.0001016133,0.00005813242,0.00004428518,0.00004854131],"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":[0.000008260967,0.00000825601,0.00007669303,0.0001825534,0.00005926087,0.000001414964,0.0006771939,0.0001101424,0.9971543,0.0001220618,0.000004932303,0.001594956],"study_design_scores_gemma":[0.001254379,0.00004062686,0.2713664,0.0004411316,0.00003979237,0.00006341227,0.00004414532,0.002094865,0.7168289,0.000002387198,0.007585924,0.0002380275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767796,0.0001827826,0.02248975,0.00004690321,0.0004120803,0.00004077993,0.00001414757,0.00001109454,0.00002281269],"genre_scores_gemma":[0.9914343,0.001094957,0.007318056,0.000005363488,0.0001119057,0.000001896625,0.000002561925,0.00001517582,0.00001574721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2803254,"threshold_uncertainty_score":0.3590426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312734485","doi":"10.4236/jmmce.2022.106035","title":"Archean Tonalite-Trondhjemite-Granodiorite Suites Bearing Orthopyroxene Mineral of the Bounta Region and Their Sulfide and Oxide Iron Mineralization (Western Ivory Coast)","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nickel Institute","funders":"","keywords":"Geology; Geochemistry; Petrography; Felsic; Archean; Mafic; Partial melting; Metamorphic rock; Petrology; Basalt","authors":[{"name":"Gnamba Emmanuel Franck Gouedji","is_ca":false},{"name":"Zié Ouattara","is_ca":false},{"name":"Clément Odon N’cho","is_ca":false},{"name":"Abou Junior Diaby","is_ca":false},{"name":"Christian Picard","is_ca":false},{"name":"Marc-Antoine Audet","is_ca":true},{"name":"Bouaké Bakayoko","is_ca":true},{"name":"Bamory Kamagaté","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009484843720454505,"gpt":0.1738873522036667,"spread":0.1644025084832123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002971925,0.0001306933,0.0002875868,0.00008369491,0.0001079164,0.00007084908,0.00006463777,0.00003540888,0.00005042334],"category_scores_gemma":[0.00004875812,0.00008314295,0.00003481183,0.0001031889,0.00005083934,0.0001790194,0.00006075359,0.00008560759,4.839568e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002823398,"about_ca_system_score_gemma":0.000006914143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002534919,"about_ca_topic_score_gemma":0.0000820442,"domain_scores_codex":[0.9991758,0.00006242665,0.000380058,0.0001278474,0.0001219736,0.0001318386],"domain_scores_gemma":[0.9995128,0.0000724043,0.0002361137,0.0000558595,0.00003979083,0.00008305967],"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":[0.00004429484,0.000007406253,0.210788,0.00007527918,0.00001586443,0.000002616144,0.0002568048,0.0005708275,0.7875146,0.00002686461,0.000004043849,0.0006933882],"study_design_scores_gemma":[0.000377846,0.00009259737,0.9838923,0.00005898758,0.00003930377,0.0002402733,0.00009792761,0.001509313,0.01292644,0.0000832611,0.0005503176,0.000131414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985691,0.00059419,0.000196147,0.0004065973,0.0001037458,0.00006033386,0.00006110997,0.000005688812,0.00000306391],"genre_scores_gemma":[0.9989083,0.0005760267,0.0001253269,0.0001255536,0.00008396694,8.553783e-7,0.00008382395,0.000004112438,0.00009197737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7745882,"threshold_uncertainty_score":0.3390471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402196065","doi":"10.4236/jmmce.2024.125017","title":"Ceramic Properties of Three Specimens of Alluvial Clays Used in Local Constructions from Mbouda Clay Deposit, West Cameroon","year":2024,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alluvium; Geology; Ceramic; Clay minerals; Geochemistry; Mineralogy; Materials science; Metallurgy; Geomorphology","authors":[{"name":"Philémon Zo’o Zame","is_ca":false},{"name":"Sylvain Kouayep Lawou","is_ca":false},{"name":"Philippe Samba Assomo","is_ca":false},{"name":"Audrey Erman Moutsou","is_ca":false},{"name":"Yannick Lontchi Dzoti","is_ca":false},{"name":"Véronique Kamgang Kabeyene Beyala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02011060968506534,"gpt":0.202122748501317,"spread":0.1820121388162517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001777994,0.0001290745,0.0003630285,0.0001931876,0.00001655532,0.00006243591,0.00004404865,0.00009802038,0.00003808145],"category_scores_gemma":[0.0000192897,0.0001078196,0.00003022425,0.00009772098,0.00003624565,0.0002283675,0.00001505816,0.00008662467,3.466386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001730149,"about_ca_system_score_gemma":0.00001247652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000686934,"about_ca_topic_score_gemma":0.000007827518,"domain_scores_codex":[0.9990039,0.00002201974,0.0006937485,0.00009169766,0.00009008418,0.00009848363],"domain_scores_gemma":[0.9997154,0.00001966454,0.0001151943,0.00005791442,0.00004925936,0.00004255196],"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":[0.00004527892,0.00001144657,0.0001236765,0.000346742,0.00004834036,0.000002868216,0.0003173046,0.005939089,0.9911634,0.0001535016,0.000004533538,0.001843788],"study_design_scores_gemma":[0.0005008074,0.00007599124,0.00767986,0.001179207,0.00005244011,0.00005555012,0.00009992895,0.01446003,0.9753647,0.00003034499,0.0003492925,0.000151892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920932,0.0005680807,0.005283234,0.00004119391,0.001846222,0.00008470085,0.00004845726,0.00002551193,0.000009387039],"genre_scores_gemma":[0.997682,0.001552415,0.0003129276,0.000002695301,0.0003939124,0.000002145384,0.00002386242,0.00001986271,0.00001016552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579877,"threshold_uncertainty_score":0.4396755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396902296","doi":"10.4236/jmmce.2024.123013","title":"Detection of Partial and Extended Blockages: A Case Study of Edible Oil Pipeline System","year":2024,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Pipeline (software); Petroleum engineering; Edible oil; Environmental science; Computer science; Food science; Chemistry; Geology","authors":[{"name":"Babatunde Victor Omidiji","is_ca":false},{"name":"A.A. Daniyan","is_ca":false},{"name":"Adeniyi Taiwo","is_ca":false},{"name":"K. M. Oluwasegun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007834449753316292,"gpt":0.2167260652173783,"spread":0.208891615464062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002113826,0.00009000513,0.0002954799,0.0001292917,0.00002467152,0.00006968842,0.00001979819,0.00004783255,0.000008282183],"category_scores_gemma":[0.00002089283,0.00007223258,0.00002149986,0.00006925729,0.000009551018,0.0001325348,0.00001520473,0.00005063859,3.220989e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006585311,"about_ca_system_score_gemma":0.000008017294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002540624,"about_ca_topic_score_gemma":9.628434e-7,"domain_scores_codex":[0.9992918,0.00001197517,0.000462134,0.00008532429,0.00008485431,0.00006384665],"domain_scores_gemma":[0.9996349,0.0000174345,0.0001959878,0.00004140738,0.00006348192,0.00004678278],"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":[0.00002925125,0.00003617302,0.00002663338,0.002112609,0.00006289892,0.000102126,0.0004785963,0.00004114901,0.9894035,0.000003138605,5.455858e-7,0.007703348],"study_design_scores_gemma":[0.0008186483,0.0001322338,0.0001832409,0.001158718,0.0003141994,0.002733955,0.001560101,0.01864329,0.9741044,4.260826e-7,0.0002238863,0.0001269071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976234,0.0004979619,0.001681652,0.0000127478,0.0001404669,0.000005576568,0.00001639184,0.00001542301,0.00000635071],"genre_scores_gemma":[0.9991643,0.000358009,0.00007151464,0.000001343935,0.0002306702,0.000001759884,0.000003555823,0.00001033604,0.0001584578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01860214,"threshold_uncertainty_score":0.2945559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3139315876","doi":"10.4236/jmmce.2021.92011","title":"Affordable Water Filtration Technology for Disinfection By-Product Control for Small Rural Communities by Using Carbon Extracted from Local Fly Ash","year":2021,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adsorption; Filtration (mathematics); Haloacetic acids; Activated carbon; Water treatment; Carbon fibers; Chemistry; Fly ash; Portable water purification; Methylene blue; Pulp and paper industry; Waste management; Chemical engineering; Environmental engineering; Materials science; Environmental science; Catalysis; Organic chemistry; Composite material","authors":[{"name":"He Zhang","is_ca":true},{"name":"Tahir Husain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007123232715907576,"gpt":0.1825093301816924,"spread":0.1753860974657848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001114141,0.000109938,0.000194403,0.00003950712,0.00008125154,0.0001004888,0.0000239951,0.00006577853,0.00003615513],"category_scores_gemma":[0.00001112325,0.00008624341,0.00002310744,0.0000330186,0.00002132491,0.0002701023,0.00001531473,0.00003197019,1.610115e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003419395,"about_ca_system_score_gemma":0.000003319871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245288,"about_ca_topic_score_gemma":0.00001272903,"domain_scores_codex":[0.9994858,0.0000193311,0.0002519733,0.00007199281,0.00004567454,0.0001252515],"domain_scores_gemma":[0.9997561,0.00002043651,0.000107016,0.00004725924,0.00003413982,0.00003506548],"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":[0.00006002815,0.00003368369,0.001098251,0.00002572837,0.00002596976,3.751589e-7,0.0001245879,0.0003611572,0.9971652,0.000003775805,0.00002998905,0.001071254],"study_design_scores_gemma":[0.00125007,0.0001084875,0.002517047,0.0000433953,0.0000751769,0.00003555736,0.0001054579,0.005588903,0.988623,0.00003977331,0.001486494,0.0001266015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059792,0.00006360838,0.09322183,0.0001835978,0.0002936353,0.0001457078,0.00009685168,0.00001404453,0.000001494064],"genre_scores_gemma":[0.9984033,0.00008271188,0.0006546346,0.00002501144,0.0001111215,0.00001310492,0.0006123952,0.00001361791,0.00008417397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09256719,"threshold_uncertainty_score":0.3516904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}