{"id":"W2739256765","doi":"10.1594/pangaea.873256","title":"Beach seine fish survey along the coast of Newfoundland from 1960-1964 (Fleming Survey) and from 1992-1996 (Resurrected Fleming Survey)","year":2017,"lang":"en","type":"dataset","venue":"Figshare","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Fishery; Geography; Survey research; Survey methodology; Oceanography; Biology; Geology; Statistics; Mathematics; Sociology; Socioeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003194974,0.0002497911,0.0001617678,0.001555643,0.0007157373,0.0003395171,0.0003680538,0.0001928695,0.001372405],"category_scores_gemma":[0.0004775891,0.0003297583,0.0002095747,0.001342914,0.000349896,0.0003314628,0.0006127242,0.0003136948,0.0003419088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004323064,"about_ca_system_score_gemma":0.002469305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8033029,"about_ca_topic_score_gemma":0.9468718,"domain_scores_codex":[0.9997373,0.00002156527,0.00003000753,0.0000735756,0.00006300009,0.00007442045],"domain_scores_gemma":[0.9990399,0.00005749529,0.0003751911,0.00006930019,0.0002918477,0.0001661349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005879761,0.00002271281,0.9868163,0.0000738717,0.00006044321,0.0001805978,0.000529236,0.0001676682,0.001743618,0.00003943699,0.002170701,0.008136581],"study_design_scores_gemma":[0.000001437138,0.0000105701,0.9988803,0.000006814223,0.000006061632,0.00003061875,0.0001136957,0.00002427471,0.0000694936,0.000001477336,0.0008534595,0.000001700337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9815758,0.0004070651,0.0001691604,0.0001064236,0.000007839709,0.00004064944,0.01564221,0.00001939769,0.002031436],"genre_scores_gemma":[0.9707589,0.0008390362,0.001296052,0.0001508615,0.00001141925,0.00009621749,0.01891988,0.00001013356,0.007917493],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1966971,"threshold_uncertainty_score":0.3957108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512294629609758,"score_gpt":0.296528913370898,"score_spread":0.2314059670748004,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}