{"meta":{"query_hash":"61d06b3a5038","filters":{"venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/61d06b3a5038","api":"https://metacan.xera.ac/api/v1/cohort?venue=Eprints%40CMFRI+Open+Access+Institutional+Repository+%28Central+Marine+Fisheries+Research+Institute%29"},"results":[{"id":"W155887977","doi":"","title":"Geographic information systems and site selection issues of open sea cage culture","year":2009,"lang":"en","type":"book-chapter","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Quarter (Canadian coin); Perspective (graphical); Geolocation; Cartography; Genealogy; History; Computer science; Archaeology; World Wide Web","score_opus":0.0719386853322711,"score_gpt":0.3857053863609778,"score_spread":0.3137667010287067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W155887977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004190517,0.0008607314,0.00006920505,0.0005207388,0.0016611059,0.0033088578,0.00014893708,0.00010594263,0.98913395],"genre_scores_gemma":[0.45137268,0.025603617,0.0009907077,0.00028500558,0.0025085316,0.00067111355,0.0017656845,0.000090548376,0.5167121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409413,0.0004610953,0.0011612502,0.0009098602,0.0024509092,0.0009227556],"domain_scores_gemma":[0.996015,0.00009736723,0.0006332482,0.0006545242,0.0019261816,0.00067368324],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0020591335,0.00055338605,0.0008799689,0.00097192207,0.004387807,0.0069679706,0.004441611,0.00079928903,0.0005360078],"category_scores_gemma":[0.0004301709,0.00055134844,0.00028489652,0.0010834546,0.004268056,0.01352804,0.0044373,0.0015730124,0.000032446984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054664706,0.00020069211,0.068030916,0.00047978616,0.00031376924,0.00010642091,0.0020066309,0.0001472041,0.00002550401,0.8978537,0.014726677,0.015562059],"study_design_scores_gemma":[0.000509254,0.00016397548,0.02321931,0.00046121908,0.000064619526,0.000033178116,0.00021390771,0.00001918901,0.000040880295,0.00791692,0.96678406,0.0005735094],"about_ca_topic_score_codex":0.14016218,"about_ca_topic_score_gemma":0.011382946,"teacher_disagreement_score":0.95205736,"about_ca_system_score_codex":0.0007578871,"about_ca_system_score_gemma":0.0021840318,"threshold_uncertainty_score":0.9996938},"labels":[],"label_agreement":null},{"id":"W3009574581","doi":"","title":"Marine Fishery Resources of Andhra Pradesh","year":2019,"lang":"en","type":"other","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Fisheries and Aquaculture Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fishing; Overexploitation; Fishery; Marine conservation; Geography; Fisheries management; Population; Quarter (Canadian coin); Commercial fishing; Biology","score_opus":0.09349509054159866,"score_gpt":0.35480859339890536,"score_spread":0.2613135028573067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009574581","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055000976,0.00028617846,0.0000033726726,0.00196942,0.0023074395,0.0023586806,0.00030582817,0.00020090521,0.9375672],"genre_scores_gemma":[0.07982259,0.0024985715,0.0006455966,0.00023026769,0.0034405359,0.00043496236,0.0012827107,0.00007809857,0.9115667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993545,0.00042229932,0.0010938913,0.0016121703,0.0019626957,0.0013639458],"domain_scores_gemma":[0.997346,0.00025399585,0.0006836945,0.0006889274,0.0005806991,0.00044667846],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.0007692828,0.00083487545,0.0012939194,0.00017815182,0.0013272119,0.0022932924,0.0060670553,0.00068234827,0.013558634],"category_scores_gemma":[0.00064011035,0.0004274205,0.00036491422,0.0012637542,0.0030314187,0.0022642477,0.01596034,0.0013646607,0.00016566562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081353413,0.00090765615,0.19138755,0.0009275025,0.0007222476,0.00041183544,0.0001842648,0.000028557524,0.0015991024,0.008841636,0.7617659,0.03241023],"study_design_scores_gemma":[0.00048180023,0.00021653666,0.17003402,0.00044184155,0.0000370806,0.00005380455,0.00021012919,0.000008229852,0.00047433583,0.00039388382,0.8269928,0.0006555067],"about_ca_topic_score_codex":0.0559136,"about_ca_topic_score_gemma":0.018219601,"teacher_disagreement_score":0.06522694,"about_ca_system_score_codex":0.00037786053,"about_ca_system_score_gemma":0.0004991015,"threshold_uncertainty_score":0.99997294},"labels":[],"label_agreement":null},{"id":"W33624025","doi":"","title":"ICT-oriented Strategic Extension for Responsible Fisheries Management","year":2013,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Central Institute of Fisheries Technology, Indian Council of Agricultural Research; Advanced Research Projects Agency; Central Marine Fisheries Research Institute; ICAR-National Bureau of Fish Genetic Resources; National Fisheries Development Board; National Foundation for India; Multiple Sclerosis Scientific Research Foundation; Overseas Development Institute; Centers for Disease Control and Prevention; National Aeronautics and Space Administration; Consortium of International Agricultural Research Centers; National Defense Medical College; National Science Foundation","keywords":"Fisheries management; Extension (predicate logic); Fishery; Business; Fisheries science; Information and Communications Technology; Fisheries Research; Environmental resource management; Fishing; Computer science; Economics; Fish <Actinopterygii>; Biology; World Wide Web","score_opus":0.11807823941168874,"score_gpt":0.3702897536577339,"score_spread":0.25221151424604515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W33624025","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3258549,0.000011536428,0.0017102379,0.003263245,0.0015294387,0.004813824,0.000018987612,0.00014848306,0.66264933],"genre_scores_gemma":[0.90790355,0.00021641765,0.008640033,0.00039692165,0.00032159325,0.0031915812,0.00027362708,0.000058879963,0.078997396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409705,0.00026518866,0.0008738386,0.0015688987,0.0016658461,0.00152915],"domain_scores_gemma":[0.99747646,0.00013291583,0.00019728152,0.0012602584,0.000308755,0.0006243393],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011243776,0.00052414386,0.00046122127,0.0002589767,0.0026695288,0.0034128772,0.003699709,0.00015542131,0.010002676],"category_scores_gemma":[0.0003011364,0.00048237268,0.00018647774,0.001154304,0.0021920342,0.007694663,0.04087175,0.00059465686,0.0007159496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003990462,0.0029588945,0.17656033,0.00091467047,0.00055762834,0.001327396,0.00037769743,0.0057300306,0.0051010703,0.44312552,0.1823945,0.17696178],"study_design_scores_gemma":[0.0015015571,0.00021859442,0.35160825,0.00009380817,0.000033026856,0.000060987306,0.0003712458,0.0013061316,0.0019346148,0.04693228,0.5952739,0.00066561485],"about_ca_topic_score_codex":0.025106316,"about_ca_topic_score_gemma":0.0025576025,"teacher_disagreement_score":0.58365196,"about_ca_system_score_codex":0.0012514752,"about_ca_system_score_gemma":0.0003704647,"threshold_uncertainty_score":0.9997628},"labels":[],"label_agreement":null},{"id":"W621684183","doi":"","title":"Spawning, larval rearing and production of juveniles of the tropical Abalone Haliotis varia Linnaeus","year":2000,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Abalone; Fishery; Intertidal zone; Haliotis; Biology; Aquaculture; Rocky shore; Ecology; Geography; Fish <Actinopterygii>","score_opus":0.060496802977755365,"score_gpt":0.3527924403744638,"score_spread":0.2922956373967084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621684183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8427946,0.000030062773,0.000026080155,0.0012971327,0.0005943915,0.00074129703,0.000007693174,0.000020778358,0.15448795],"genre_scores_gemma":[0.98788714,0.00038554418,0.00095308246,0.000031450374,0.00024280646,0.00006225633,0.000011915835,0.000013889594,0.010411927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671173,0.0002714226,0.0006504889,0.00069624843,0.0011448344,0.0005252661],"domain_scores_gemma":[0.9988122,0.00005926666,0.00018568565,0.00062951766,0.00013973984,0.00017357856],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059233204,0.00024956636,0.00038976507,0.00006817632,0.0012716913,0.00037692094,0.0019050658,0.000115501825,0.0023883502],"category_scores_gemma":[0.0006773656,0.00018419401,0.00011675335,0.00069591735,0.004069639,0.002227414,0.0069505805,0.0005753498,0.000021097718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040148775,0.00036608533,0.9656016,0.00012714512,0.000102711405,0.000041014642,0.0003640728,0.0010711867,0.0027047473,0.01125823,0.0019961258,0.015965596],"study_design_scores_gemma":[0.0004075755,0.00006523243,0.89870757,0.00010831238,0.000023293669,0.000089558096,0.000048819802,0.000057513906,0.010164541,0.0017479094,0.08839417,0.00018552254],"about_ca_topic_score_codex":0.020645613,"about_ca_topic_score_gemma":0.0024683403,"teacher_disagreement_score":0.14509252,"about_ca_system_score_codex":0.00025756515,"about_ca_system_score_gemma":0.00024037901,"threshold_uncertainty_score":0.9986407},"labels":[],"label_agreement":null},{"id":"W6981745471","doi":"","title":"Exploring the economic viability of Dol net Fishery off the coast of Gujarat","year":2024,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Fisheries and Aquaculture Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fishing; Productivity; Craft; Order (exchange); Value (mathematics); Fisheries management; Production (economics); Quarter (Canadian coin); Prime (order theory)","score_opus":0.21512642107451552,"score_gpt":0.3662551309527664,"score_spread":0.1511287098782509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981745471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439926,0.00021071848,0.000006297601,0.0055200155,0.0021202888,0.0010970989,0.00011381341,0.00004942669,0.046889722],"genre_scores_gemma":[0.99662054,0.0008767106,0.00004680199,0.00006537459,0.00084013277,0.00032711617,0.000069268644,0.0000042354854,0.0011498529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966271,0.0003766466,0.0008309306,0.00069533585,0.00082041905,0.00064960466],"domain_scores_gemma":[0.99823385,0.00068083004,0.00016597251,0.0004096533,0.00035815546,0.00015154885],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0014492765,0.0003051387,0.00044245712,0.000037598453,0.0018541217,0.0016947851,0.0037195256,0.0000903817,0.0009260976],"category_scores_gemma":[0.000469622,0.00011082417,0.00024918735,0.0007633985,0.003602108,0.0039861905,0.0060637365,0.0007160994,0.000021182248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020534466,0.0009320221,0.4515986,0.0012121022,0.0013105273,0.0002962708,0.00339254,0.0025122755,0.024287518,0.14435855,0.049510524,0.3185356],"study_design_scores_gemma":[0.00013618194,0.0001229429,0.5045126,0.00013617045,0.000021973845,0.000038962484,0.0010380989,0.00017595895,0.0056142868,0.0014248481,0.48656228,0.0002157089],"about_ca_topic_score_codex":0.023237078,"about_ca_topic_score_gemma":0.012532149,"teacher_disagreement_score":0.43705177,"about_ca_system_score_codex":0.00036289264,"about_ca_system_score_gemma":0.0004948227,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W7004887332","doi":"","title":"Overview of elasmobranch fisheries of West&#13;\\nBengal in 2018","year":2018,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"West bengal; Quarter (Canadian coin); Fisheries management; West coast; Sustainability; Fishing; BENGAL; Hook","score_opus":0.12692089816978308,"score_gpt":0.40010558789439926,"score_spread":0.2731846897246162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004887332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7018288,0.00003720123,0.00007081779,0.00046275332,0.001199718,0.00071073155,0.000017227383,0.00002180232,0.295651],"genre_scores_gemma":[0.99525666,0.0003309711,0.00084040227,0.000114802715,0.0002484618,0.00013903555,0.000056217203,0.000020840083,0.0029926233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955476,0.0005319504,0.0011031583,0.0008999031,0.0009374317,0.0009799749],"domain_scores_gemma":[0.998147,0.00016712293,0.00027832852,0.0009049335,0.00024164187,0.00026097664],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014763204,0.00034935915,0.000660981,0.00023719337,0.0007334921,0.00022285529,0.0038018522,0.00031124352,0.0125724645],"category_scores_gemma":[0.00095435785,0.00032761856,0.00012901235,0.0011571122,0.010138505,0.003842141,0.011806075,0.00076465553,0.0002484571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011065679,0.0006284609,0.9715431,0.00015930561,0.00006820328,0.0001174073,0.0002754998,0.00023273805,0.0031540454,0.013560042,0.0035161152,0.005638553],"study_design_scores_gemma":[0.0009344009,0.00029627595,0.8628711,0.00010277839,0.000011480773,0.00008220759,0.000052146,0.0001025785,0.014948869,0.0028924732,0.11741678,0.00028889874],"about_ca_topic_score_codex":0.06710974,"about_ca_topic_score_gemma":0.03155924,"teacher_disagreement_score":0.29342788,"about_ca_system_score_codex":0.0005671028,"about_ca_system_score_gemma":0.0007347456,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W7014649211","doi":"","title":"Preliminary experiments on application of participatory GIS in trawl&#13;\\nfisheries of Karnataka and its prospects in marine fisheries resource&#13;\\nconservation and management","year":2012,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Fisheries and Aquaculture Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Central Marine Fisheries Research Institute","keywords":"Trawling; Participatory GIS; Geospatial analysis; Fishing; Artisanal fishing; Resource (disambiguation); Geographic information system; Fisheries management; Marine conservation; Citizen journalism","score_opus":0.12069253246949091,"score_gpt":0.3621897818114091,"score_spread":0.24149724934191819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014649211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96424997,0.00021021294,0.0000018945976,0.0011465378,0.0001855033,0.0016457398,0.000024738996,0.000023739518,0.03251166],"genre_scores_gemma":[0.9976996,0.0006639123,0.00015809367,0.00006449163,0.00013097494,0.0006521111,0.0001056452,0.000005435576,0.0005197073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686915,0.00024624003,0.0008246194,0.00064795645,0.0007241834,0.00068785663],"domain_scores_gemma":[0.99897784,0.00015452082,0.0002533475,0.0002141141,0.00018972793,0.00021044063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083617796,0.00031875347,0.00050429424,0.0001153266,0.00054033473,0.00032253706,0.00089766603,0.00015033918,0.00014403008],"category_scores_gemma":[0.00026799183,0.00019468646,0.00005535919,0.00076056254,0.0012186418,0.0029638635,0.0033417556,0.0003771276,0.0000020713615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001390077,0.00080647395,0.9661137,0.00038490622,0.00005867299,0.000035983012,0.0009815703,0.000041365412,0.0040367,0.010173243,0.00027114627,0.015706152],"study_design_scores_gemma":[0.00068356906,0.00029962577,0.9608467,0.00019862533,0.00001178835,0.000014103366,0.0011361537,0.00006966266,0.010347185,0.0005089628,0.025614096,0.0002695234],"about_ca_topic_score_codex":0.009737033,"about_ca_topic_score_gemma":0.007628346,"teacher_disagreement_score":0.033449654,"about_ca_system_score_codex":0.00020847317,"about_ca_system_score_gemma":0.00006151634,"threshold_uncertainty_score":0.9968572},"labels":[],"label_agreement":null},{"id":"W7030019424","doi":"","title":"Marine Fisheries Census 2010 Part II. 7 Karnataka","year":2012,"lang":"en","type":"book","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Fishing; Uttar pradesh; Marine fisheries; Kannada; Quarter (Canadian coin)","score_opus":0.18694695030956432,"score_gpt":0.42011642334780874,"score_spread":0.23316947303824442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030019424","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010988337,0.00033744206,0.000010245422,0.0043837307,0.015265246,0.0030531925,0.00030398686,0.00037397727,0.9652839],"genre_scores_gemma":[0.014036241,0.0038391014,0.0010607027,0.000374066,0.009875813,0.0004490281,0.0019435214,0.00019825873,0.9682233],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98694754,0.0010219144,0.0017375834,0.0021738927,0.0047458196,0.0033732348],"domain_scores_gemma":[0.9926584,0.0004107628,0.00074220647,0.0022580025,0.0018691045,0.0020615698],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.003492335,0.0012017131,0.0014735352,0.0006333589,0.011549952,0.007891464,0.009714667,0.0014136913,0.020386523],"category_scores_gemma":[0.002421685,0.0012336937,0.0005463355,0.0010102384,0.010544498,0.010662481,0.029250562,0.004035173,0.001016451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009361872,0.0007578822,0.031307098,0.0003704348,0.00044466864,0.0016411587,0.0014063142,0.000035940917,0.000008288884,0.38250798,0.5661621,0.0144219175],"study_design_scores_gemma":[0.00086431793,0.00012148383,0.01990676,0.00037320267,0.00009514498,0.00013454146,0.00033660902,0.000008586156,0.000059562724,0.012699728,0.9640673,0.0013327736],"about_ca_topic_score_codex":0.06970071,"about_ca_topic_score_gemma":0.02169525,"teacher_disagreement_score":0.39790517,"about_ca_system_score_codex":0.0043956046,"about_ca_system_score_gemma":0.0105781155,"threshold_uncertainty_score":0.9998827},"labels":[],"label_agreement":null},{"id":"W7042827076","doi":"","title":"Record landings of cephalopods by trawlers at Veraval&#13;\\nduring first quarter of 2009","year":2010,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cephalopod; Lakh; Quarter (Canadian coin); Loligo; Feud","score_opus":0.05262482663996054,"score_gpt":0.3316615932158736,"score_spread":0.27903676657591303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042827076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360021,0.000023385837,0.0000067848687,0.0013460532,0.0014802319,0.00075001834,0.00018416134,0.00004046876,0.0601668],"genre_scores_gemma":[0.99518806,0.00024260915,0.00028550372,0.000048251954,0.000388012,0.000096783006,0.00037808783,0.00000518091,0.0033675055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996385,0.00017492074,0.0009025644,0.0008323597,0.0008301704,0.0008749785],"domain_scores_gemma":[0.9981327,0.0002677842,0.00034162373,0.00035175742,0.00050414115,0.00040198155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084825425,0.00034403626,0.00057646213,0.000088569344,0.0012288218,0.0004651847,0.0030295087,0.00030265804,0.0048250044],"category_scores_gemma":[0.00046885715,0.00019062455,0.00019897324,0.0006845399,0.0020793197,0.0019976497,0.0048335176,0.000787483,0.000021931733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085826014,0.0005585755,0.82544357,0.00011272489,0.00008936956,0.000057345074,0.00009208969,0.000014028281,0.14671071,0.0030420728,0.009689316,0.013331944],"study_design_scores_gemma":[0.00049925037,0.00021445844,0.6293379,0.000048333415,0.000010758188,0.000055626282,0.000054315693,0.000027664972,0.024270818,0.00043379623,0.34477845,0.00026863566],"about_ca_topic_score_codex":0.054958146,"about_ca_topic_score_gemma":0.05084613,"teacher_disagreement_score":0.33508915,"about_ca_system_score_codex":0.00023251126,"about_ca_system_score_gemma":0.00025276816,"threshold_uncertainty_score":0.99608475},"labels":[],"label_agreement":null},{"id":"W7042983841","doi":"","title":"Sea cucumber conservation in Palk Bay and Gulf of Mannar, India \"An evaluation of the&#13;\\ncurrent conservation measures on sea cucumber stocks in&#13;\\nPalk Bay and Gulf of Mannar of India\"","year":2015,"lang":"en","type":"book","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Central Marine Fisheries Research Institute; Indian Council of Agricultural Research; Multiple Sclerosis Scientific Research Foundation","keywords":"Nucleofection; TSG101; Subpoena; Hyporeflexia; Articular cartilage damage; Exclosure","score_opus":0.14995971805535988,"score_gpt":0.3682930595117021,"score_spread":0.21833334145634223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042983841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482734,0.00017335058,0.0000022468726,0.0005492446,0.00062229444,0.0022629336,0.00022339335,0.000010067116,0.047883037],"genre_scores_gemma":[0.99645036,0.00041418802,0.00003727595,0.00008372938,0.00013839551,0.00018774609,0.0007892026,0.000007038039,0.0018920451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99404186,0.0014293675,0.0014639094,0.00088869146,0.0016323406,0.0005438605],"domain_scores_gemma":[0.99628496,0.00046460194,0.0009804614,0.00040073856,0.0016674037,0.00020184035],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0041934038,0.00042365683,0.0009102412,0.00024818108,0.0003824161,0.0001503531,0.0016620615,0.00073222,0.0003488428],"category_scores_gemma":[0.0015231365,0.00024970504,0.00009756125,0.00062452315,0.0031783315,0.001602421,0.002474212,0.0010578693,0.0000020768593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00114465,0.0005447969,0.9850854,0.00032923222,0.00010605377,0.000017815568,0.0003341157,0.00040039007,0.0011087103,0.0036868071,0.0008717261,0.006370255],"study_design_scores_gemma":[0.0013408598,0.0005191219,0.9810398,0.0006372933,0.00005220496,0.000030186618,0.00013082898,0.0007619632,0.001986708,0.006549275,0.0066284724,0.00032324984],"about_ca_topic_score_codex":0.03330555,"about_ca_topic_score_gemma":0.19221781,"teacher_disagreement_score":0.15891226,"about_ca_system_score_codex":0.00050885003,"about_ca_system_score_gemma":0.0019081916,"threshold_uncertainty_score":0.9999955},"labels":[],"label_agreement":null},{"id":"W7058457885","doi":"","title":"New record of the stromateoid fish Psenopsis&#13;\\nintermedia (Piontrovskiy, 1987) from Indian&#13;\\nwaters","year":2007,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Central Marine Fisheries Research Institute; Memorial University of Newfoundland","keywords":"Holotype; Fish <Actinopterygii>; Taxonomy (biology); Single specimen; Aquatic animal","score_opus":0.045662779463964395,"score_gpt":0.3512567010199053,"score_spread":0.3055939215559409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058457885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69521505,0.0000111739355,0.0013317385,0.002852944,0.002508527,0.0018670795,0.00013907375,0.000044390734,0.29603004],"genre_scores_gemma":[0.9733664,0.000046092275,0.0011535763,0.0001291123,0.0013733944,0.00017143156,0.0003183781,0.000042597247,0.02339903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930041,0.00040733928,0.0014221465,0.0011549664,0.0024365222,0.0015749636],"domain_scores_gemma":[0.9958789,0.00042829194,0.0004496614,0.0016117515,0.00074668473,0.0008847242],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0014160891,0.0005321575,0.0006506613,0.00037065148,0.0015818201,0.0020597896,0.006925853,0.00019026782,0.06895533],"category_scores_gemma":[0.0004076337,0.00043889257,0.00031601265,0.0011947124,0.0020911316,0.0016221352,0.009967068,0.001459352,0.00009136594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010441284,0.00057238125,0.7874706,0.0000884319,0.00033715047,0.0001934419,0.00042822765,0.00008780648,0.0041993116,0.009939177,0.035788376,0.159851],"study_design_scores_gemma":[0.0018465825,0.00009909864,0.72271377,0.00020657881,0.000030294668,0.000012991098,0.00043420843,0.00009411007,0.022474745,0.002774605,0.24888681,0.00042620653],"about_ca_topic_score_codex":0.2747104,"about_ca_topic_score_gemma":0.03662088,"teacher_disagreement_score":0.27815136,"about_ca_system_score_codex":0.00031317197,"about_ca_system_score_gemma":0.003616327,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W7061673639","doi":"","title":"Robustness of Generalized Row-Column Designs Against&#13;\\nMissing Observation(s)","year":2017,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Indian Agricultural Research Institute; Canadian Centre for Applied Research in Cancer Control","keywords":"Robustness (evolution); Control theory (sociology); Class (philosophy); Missing data; Field (mathematics); Design methods","score_opus":0.21647147810304285,"score_gpt":0.3981448740186318,"score_spread":0.18167339591558895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061673639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9231766,0.00005428462,0.009594043,0.00035446737,0.0025986335,0.0010471961,0.000031070707,0.00016969662,0.062974],"genre_scores_gemma":[0.99255687,0.00031459026,0.004773949,0.000040552295,0.0006088973,0.0002381491,0.0001101195,0.000063850755,0.0012930317],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9956566,0.00019109245,0.0010396282,0.00075346156,0.0012232794,0.001135953],"domain_scores_gemma":[0.9966046,0.00009406,0.000295844,0.0016659978,0.00081968843,0.00051978603],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.00100479,0.0004520999,0.0006393417,0.00024022914,0.003422005,0.0048296633,0.005651286,0.00025896195,0.0002996536],"category_scores_gemma":[0.0009150715,0.00046936423,0.00017202558,0.00051673915,0.0023054185,0.010059008,0.0047967657,0.0008203521,0.000015335538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004055325,0.00047604737,0.45819753,0.0005315542,0.0003364218,0.00041527543,0.0001661816,0.49211892,0.014846591,0.013145919,0.0029070154,0.016452994],"study_design_scores_gemma":[0.0020838731,0.00005855691,0.7076959,0.00032447567,0.000039903836,0.00006371022,0.00006944815,0.21352728,0.041105498,0.0009857501,0.03315402,0.0008915852],"about_ca_topic_score_codex":0.006024924,"about_ca_topic_score_gemma":0.0016742914,"teacher_disagreement_score":0.27859166,"about_ca_system_score_codex":0.00079250115,"about_ca_system_score_gemma":0.0011722979,"threshold_uncertainty_score":0.9997758},"labels":[],"label_agreement":null},{"id":"W7066022056","doi":"","title":"Farmers demand fair price, reliable market for produce Social News XYZ dated 12th October 2023","year":2023,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tamil; Government (linguistics); Uttar pradesh; Agriculture; Market price; Quarter (Canadian coin)","score_opus":0.10932371988461197,"score_gpt":0.39258681115604405,"score_spread":0.28326309127143207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066022056","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48087332,0.000009758866,0.007042795,0.0039359746,0.002339648,0.004317268,0.0003792669,0.0002498658,0.5008521],"genre_scores_gemma":[0.93074733,0.000041086914,0.0013363179,0.00013053503,0.0027601516,0.0019838007,0.0020600203,0.000076476565,0.060864307],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950705,0.00018704674,0.0008238783,0.0012811136,0.0010789784,0.0015584556],"domain_scores_gemma":[0.9974956,0.00018894585,0.0002495845,0.0007572845,0.0008338782,0.0004747129],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008365371,0.00046995867,0.00055742514,0.00027452435,0.0040148613,0.0023991803,0.0029431852,0.00013436581,0.0025048011],"category_scores_gemma":[0.00028770763,0.000458225,0.00024284213,0.0020293267,0.0012195106,0.0052759796,0.005264395,0.0008425102,0.00022362235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018961042,0.0016855801,0.41604456,0.00043719003,0.0009131468,0.0001278718,0.00044928375,0.010758497,0.0021762953,0.19657601,0.3480345,0.020900946],"study_design_scores_gemma":[0.0016076476,0.000086014865,0.35152414,0.00006749412,0.000040911284,0.0000020893622,0.00039894847,0.0024443138,0.0012438638,0.0099147,0.6320469,0.00062297983],"about_ca_topic_score_codex":0.0068318816,"about_ca_topic_score_gemma":0.00014964347,"teacher_disagreement_score":0.449874,"about_ca_system_score_codex":0.00047997804,"about_ca_system_score_gemma":0.0018074674,"threshold_uncertainty_score":0.999787},"labels":[],"label_agreement":null},{"id":"W7067494790","doi":"","title":"Marine fish landings of India during the&#13;\\nfirst quarter of 2008","year":2008,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Mathematical Inequalities and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Fish <Actinopterygii>; Marine fish; Fishing; Lakh","score_opus":0.18473707448965157,"score_gpt":0.41651238686625797,"score_spread":0.2317753123766064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067494790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8404786,0.000009226192,0.0004146072,0.0009937265,0.00028818153,0.0013453359,0.00006971766,0.000052064323,0.15634856],"genre_scores_gemma":[0.9906218,0.00019102595,0.002190758,0.00005048437,0.00029904942,0.00039654036,0.00006415174,0.00003450716,0.006151662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9954583,0.00024855428,0.0014219563,0.0006051141,0.0014719638,0.00079408986],"domain_scores_gemma":[0.9965374,0.0006641146,0.00049569196,0.0012301542,0.000773163,0.0002995158],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0010491288,0.00033895968,0.0006970959,0.00023133648,0.0017197229,0.00042374988,0.003556952,0.00017429158,0.002535725],"category_scores_gemma":[0.0014547004,0.0002725501,0.0002165668,0.0008967101,0.003149934,0.0020645277,0.005906047,0.0007743058,0.000022926795],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005945881,0.0016045516,0.35140538,0.0019100253,0.00033453034,0.00022734544,0.0015281081,0.00009500603,0.0010627139,0.62917805,0.011545116,0.00051457604],"study_design_scores_gemma":[0.0016789095,0.00012568185,0.8670984,0.00035643674,0.000048354304,0.00050510286,0.00047769252,0.00019577445,0.021443725,0.06776621,0.03972493,0.0005787616],"about_ca_topic_score_codex":0.007299964,"about_ca_topic_score_gemma":0.0008105714,"teacher_disagreement_score":0.56141186,"about_ca_system_score_codex":0.00030322198,"about_ca_system_score_gemma":0.0007905128,"threshold_uncertainty_score":0.99997264},"labels":[],"label_agreement":null}]}