{"id":"W4404479478","doi":"10.1515/9780295805474","title":"Yellowfish","year":2014,"lang":"en","type":"book","venue":"University of Washington Press eBooks","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0001806088,0.0007000183,0.000244588,0.0009911432,0.001492925,0.00163212,0.0004824768,0.0006423903,0.2825992],"category_scores_gemma":[0.0001984854,0.0002717188,0.0002622883,0.0007251754,0.0004611755,0.00195504,0.001386108,0.001070884,0.1256477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009340731,"about_ca_system_score_gemma":0.0005248802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007910273,"about_ca_topic_score_gemma":0.03041161,"domain_scores_codex":[0.9999022,0.000005126008,0.000003644325,0.0000345972,0.00004148324,0.00001280827],"domain_scores_gemma":[0.9999523,0.000004481649,0.00000297771,0.000007193965,0.00002051546,0.00001250382],"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":[0.00004153424,0.00002983479,0.000418079,0.0002019542,0.000004469365,0.0001999743,0.0005162709,0.00007272224,0.001300463,0.03781296,0.7785994,0.1808024],"study_design_scores_gemma":[0.000001281191,0.000004937372,0.0002010626,0.00001827083,5.418493e-7,0.00006520275,0.0000607728,0.00001116129,0.00008340712,0.0004823272,0.9990699,0.000001175934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001773438,0.007594278,0.0007845729,0.0020791,0.001705298,0.00004956331,0.0008839708,0.0004450411,0.9846847],"genre_scores_gemma":[0.001386341,0.0009621974,0.0002625608,0.0002164393,0.00003325801,0.000005551456,0.0001790646,0.00005896448,0.9968956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2825992,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788478897736915,"score_gpt":0.159898970803936,"score_spread":0.1420141818265669,"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."}}