{"id":"W6910943499","doi":"10.48580/dfp3-37v","title":"FishBase","year":2022,"lang":"fr","type":"dataset","venue":"The Catalogue of Life","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Natural (archaeology); Hydroxytyrosol; Telmatology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00255642,0.0007997718,0.001218499,0.0003191226,0.0005451264,0.00005773868,0.004345747,0.0003681055,0.1115964],"category_scores_gemma":[0.00276604,0.000675822,0.0005020272,0.001166316,0.001741947,0.0001743314,0.00263937,0.00198648,0.04254751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004336804,"about_ca_system_score_gemma":0.001318091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0075041,"about_ca_topic_score_gemma":0.001769245,"domain_scores_codex":[0.9941568,0.001531559,0.001222162,0.0007809171,0.001423684,0.0008849076],"domain_scores_gemma":[0.9919744,0.001317704,0.001583104,0.004517798,0.0001808078,0.0004262308],"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":[0.0003063659,0.0006321028,0.0000336054,0.0007602842,0.0005184297,0.0001364054,0.0003182039,0.0002720119,0.00009192521,0.0004609575,0.9963921,0.00007762942],"study_design_scores_gemma":[0.0007934866,0.0002486261,0.0001729606,0.0001191869,0.0008166287,0.000096738,0.0003929145,0.00001786481,0.00009661331,0.0001169132,0.9964873,0.0006407357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001787287,0.007830838,0.000001164368,0.002992347,0.002586224,0.0008217213,0.9837295,0.00006186383,0.0001890275],"genre_scores_gemma":[0.0005679128,0.0005209752,0.00002551489,0.001652401,0.0007880026,0.0001759254,0.9944107,0.0002458513,0.001612744],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06904885,"threshold_uncertainty_score":0.9995693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032421699507022,"score_gpt":0.2559864807615559,"score_spread":0.2256622637664857,"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."}}