{"id":"W7133274247","doi":"","title":"Atlantic Herring in Div. 3KLPs to 2021","year":2024,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herring; Bay; Fishing; Zooplankton; Productivity; Ecosystem; Stock (firearms); Biomass (ecology)","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":[0.0008206142,0.0006144825,0.000170117,0.003194014,0.0002463214,0.0008622097,0.000405355,0.0002031916,0.005097806],"category_scores_gemma":[0.0006069228,0.0001306585,0.0005276079,0.001508203,0.00006869366,0.0005301976,0.0006800506,0.0003841606,0.002024038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364894,"about_ca_system_score_gemma":0.00140345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09906863,"about_ca_topic_score_gemma":0.2316718,"domain_scores_codex":[0.9995419,0.00001836643,0.0000509477,0.00003667631,0.0002626905,0.00008934559],"domain_scores_gemma":[0.9993975,0.00001873129,0.000139673,0.00001004883,0.0003606086,0.00007339804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004099324,0.00009543096,0.3962171,0.001911022,0.0004398777,0.0004700315,0.0004280583,0.003878538,0.002157539,0.001417952,0.1160033,0.4765712],"study_design_scores_gemma":[0.00001556367,0.0002571967,0.6682266,0.001182521,0.0001397712,0.0003641633,0.0008131626,0.001432073,0.0005022083,0.0003255391,0.326716,0.00002518907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4408497,0.03350669,0.004760234,0.00434447,0.001242527,0.0006966775,0.2620447,0.000980737,0.2515743],"genre_scores_gemma":[0.6537129,0.03158761,0.00644251,0.001480851,0.0002975554,0.0006395639,0.2308125,0.0001596667,0.0748669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9009314,"threshold_uncertainty_score":0.196984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008730577732892342,"score_gpt":0.2419805696497075,"score_spread":0.2332499919168151,"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."}}