{"id":"W2121384963","doi":"10.1016/j.icesjms.2004.10.003","title":"Effect of changes in reproductive potential on perceived productivity of three Northwest Atlantic cod (Gadus morhua) stocks","year":2004,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Gadus; Fecundity; Atlantic cod; Fishery; Stock (firearms); Fishing; Biology; Productivity; Geography; Population; Demography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002945474,0.0001450411,0.0003638879,0.0002510438,0.00008864619,0.00002542812,0.0007917569,0.00003610248,0.0003608196],"category_scores_gemma":[0.000670075,0.0001057599,0.00007162386,0.001018613,0.001369942,0.0005430813,0.0007190557,0.0003345534,0.000005623536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857668,"about_ca_system_score_gemma":0.00009666317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00479152,"about_ca_topic_score_gemma":0.004872559,"domain_scores_codex":[0.9974846,0.0001069528,0.0003722477,0.0003957362,0.001306962,0.0003334642],"domain_scores_gemma":[0.9988573,0.00008143951,0.0004449737,0.0003947944,0.0001104715,0.0001110107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009909712,0.0003081384,0.8709276,0.00005989774,0.00001105587,0.00006387196,0.0004817357,0.004157297,0.07567439,0.00001061155,0.000004795141,0.04730964],"study_design_scores_gemma":[0.0008203238,0.003414625,0.9553561,0.00004266448,0.00001445412,0.00008743896,0.00005439061,0.0001008435,0.0397047,0.0002617001,0.00003739346,0.0001054371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994939,0.000004661386,0.00002292109,0.0004676288,0.0001548315,0.0002852422,0.000002023023,0.000003550538,0.004120114],"genre_scores_gemma":[0.999464,0.00003511649,0.0003386222,0.000006611326,0.00008686897,0.000003382356,7.498766e-7,0.000006683022,0.00005794274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08442844,"threshold_uncertainty_score":0.7243376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049552800418992,"score_gpt":0.2580007701952809,"score_spread":0.247505242191091,"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."}}