{"id":"W4244618663","doi":"10.1016/j.cub.2018.09.034","title":"Leonard Maler","year":2018,"lang":"en","type":"article","venue":"Current Biology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009127651,0.0006045129,0.0005454614,0.001069917,0.0009676053,0.001767037,0.0008549825,0.001719672,0.1867766],"category_scores_gemma":[0.003516217,0.0002361405,0.0002368431,0.0004304246,0.0004540841,0.001338633,0.00144322,0.002183408,0.1635271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800826,"about_ca_system_score_gemma":0.0006740094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139656,"about_ca_topic_score_gemma":0.001996655,"domain_scores_codex":[0.9994247,0.00006665162,0.00002012817,0.0002165785,0.000224276,0.00004780118],"domain_scores_gemma":[0.9985429,0.0002744732,0.00006713918,0.0001160562,0.0005212557,0.000478184],"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":[0.00005095108,0.0000425808,0.0004276628,0.0001007143,0.000007408839,0.0001881211,0.0001076861,0.00008504639,0.0008915765,0.0102636,0.7209471,0.2668876],"study_design_scores_gemma":[0.000003127021,0.000007686602,0.0002592877,0.00003358138,0.000002694867,0.0002608161,0.00002775675,0.0000367172,0.0002665463,0.0007710566,0.9983265,0.000004180452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005414067,0.1092988,0.01673673,0.180811,0.08128045,0.0001401006,0.001270376,0.002561778,0.6024866],"genre_scores_gemma":[0.01362751,0.02072673,0.003124173,0.01215717,0.005504885,0.00005243568,0.0002911001,0.0003612111,0.9441549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1867766,"threshold_uncertainty_score":0.62483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04165063875846631,"score_gpt":0.3117838922378613,"score_spread":0.270133253479395,"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."}}