{"id":"W4232147922","doi":"10.3138/9781442667297","title":"Marine Fishes of Arctic Canada","year":2017,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; Geography; Oceanography; Fishery; The arctic; Geology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.00005026552,0.0001128533,0.0001856385,0.000007448654,0.00007863357,0.00000681116,0.0005102122,0.0001679379,0.0001419543],"category_scores_gemma":[0.00002104079,0.0001440045,0.00009080002,3.458855e-7,0.0001724004,0.00000270106,0.0002065024,0.00005222076,6.821055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008867171,"about_ca_system_score_gemma":0.0006628982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8292584,"about_ca_topic_score_gemma":0.9042366,"domain_scores_codex":[0.9993976,0.00002187039,0.0001350955,0.0002184026,0.0001440115,0.00008301035],"domain_scores_gemma":[0.9985594,0.000007728413,0.0004314719,0.0007014704,0.0002534254,0.00004648738],"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":[0.0003646445,0.0000905637,0.0002223177,0.001252217,0.001073369,0.00001167376,0.000620562,0.000009985022,0.0218037,0.01541259,0.9488075,0.01033083],"study_design_scores_gemma":[0.0002092812,0.0000343128,0.0005823471,0.00004193882,0.000068496,0.000001081344,0.0000154126,0.000002578623,0.0120711,0.00001641231,0.9868276,0.0001294516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000417523,0.000501636,0.00003753359,0.00001337067,0.0002187516,0.0001519454,0.0001913044,0.000004119813,0.9984638],"genre_scores_gemma":[0.01272879,0.0002690172,0.0001352495,0.000008986302,0.00004815003,2.512293e-7,0.0003202981,0.00001114373,0.9864781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07497819,"threshold_uncertainty_score":0.5872335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646754895022699,"score_gpt":0.2069858152228813,"score_spread":0.1905182662726543,"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."}}