{"id":"W6968698204","doi":"10.5281/zenodo.5604036","title":"Sebastes rufus","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sebastes; Fish <Actinopterygii>; Fishing; Nova scotia","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":[0.0001530965,0.0007777676,0.0003083422,0.001625325,0.001272386,0.0003908007,0.000361538,0.0004035923,0.03255282],"category_scores_gemma":[0.0003289356,0.0001702217,0.000148991,0.0005367379,0.0005747689,0.0007892411,0.0008971539,0.0003206273,0.007607011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000460497,"about_ca_system_score_gemma":0.0002178903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01975458,"about_ca_topic_score_gemma":0.04186371,"domain_scores_codex":[0.9998902,0.0000107338,0.000006471268,0.00004641135,0.00002517049,0.000020996],"domain_scores_gemma":[0.9998999,0.0000144605,0.00003343085,0.000009888722,0.00003000446,0.00001230958],"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":[0.0004385149,0.0002423645,0.04535045,0.0006951994,0.00006073878,0.001989032,0.00213088,0.001038415,0.02366567,0.01281346,0.04377544,0.8677998],"study_design_scores_gemma":[0.00008996056,0.0005262051,0.2988674,0.001504747,0.0001368629,0.003221691,0.003036952,0.00110884,0.004867186,0.004775493,0.6818178,0.00004678848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4707742,0.01100602,0.00431627,0.0008044736,0.001003825,0.0002111229,0.002951599,0.001594793,0.5073377],"genre_scores_gemma":[0.9226725,0.001988532,0.003025683,0.0005337398,0.0001448332,0.00009634939,0.002183351,0.0000599992,0.06929497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03255282,"threshold_uncertainty_score":0.1089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908667880908155,"score_gpt":0.2202305288811893,"score_spread":0.2011438500721077,"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."}}