{"id":"W6923137569","doi":"10.1371/journal.pone.0075480.g005","title":"Catch per unit effort (CPUE) for Atlantic bluefin tuna calculated across four regions of the northwest Atlantic shelf.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Nova scotia; Catch per unit effort; Tuna; Unit (ring theory); Sea surface temperature; Bay","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001347205,0.0004381041,0.0005675505,0.0001921681,0.0002176545,0.0000872895,0.00400401,0.0005814591,0.002652269],"category_scores_gemma":[0.000637971,0.0003414718,0.0002716813,0.0006030559,0.00008799337,0.00007518066,0.001281481,0.0004196284,0.0006860779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120744,"about_ca_system_score_gemma":0.0004532847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008978845,"about_ca_topic_score_gemma":0.004386636,"domain_scores_codex":[0.9978216,0.00005211031,0.0003767843,0.0006669436,0.0004924262,0.0005901816],"domain_scores_gemma":[0.996651,0.000145449,0.0005738367,0.002208719,0.0003222449,0.00009874935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002105594,0.00002677695,0.0003059053,0.0003265283,0.00005362696,0.00001368992,0.0002535813,0.00004003463,0.000002506133,0.0001330005,0.9985325,0.0003097074],"study_design_scores_gemma":[0.0003208438,0.00005532215,0.001172856,0.002801962,0.00002475589,0.00004554918,0.00001286848,0.001669208,0.00002158198,0.0001515425,0.9932908,0.0004326813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01183627,0.009882363,0.009767131,0.01150791,0.01027406,0.02322633,0.719856,0.03190932,0.1717406],"genre_scores_gemma":[0.1320895,0.000030463,0.01952795,0.0009139621,0.001365034,0.00121819,0.119917,0.00216496,0.722773],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.599939,"threshold_uncertainty_score":0.9999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06022221035207251,"score_gpt":0.2794214814878023,"score_spread":0.2191992711357298,"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."}}