{"id":"W6969138769","doi":"10.5281/zenodo.7010107","title":"Oophaga vicentei","year":2022,"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":"Simon Fraser University","funders":"","keywords":"Flank; Posterior teeth; Abdominal wall; Posterior wall; Maxilla","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":[0.00008519518,0.0004016847,0.0001641466,0.0007072702,0.000400529,0.000245556,0.0002701392,0.0002093145,0.006324977],"category_scores_gemma":[0.0002653542,0.0001356516,0.0001272402,0.0002372002,0.000152138,0.0003060951,0.000388546,0.0001806519,0.001159959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003065384,"about_ca_system_score_gemma":0.0001974573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003855406,"about_ca_topic_score_gemma":0.01011322,"domain_scores_codex":[0.9999166,0.000004358264,0.000007167207,0.00003393929,0.00002750426,0.00001042643],"domain_scores_gemma":[0.9999015,0.00001348837,0.00003079717,0.00001233084,0.0000266746,0.00001520196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007349387,0.0002293208,0.1523351,0.001652804,0.0001064696,0.003092237,0.001064174,0.0005981839,0.4413891,0.003142826,0.01003232,0.3856226],"study_design_scores_gemma":[0.00003520933,0.0004333992,0.832568,0.0001473486,0.00006500241,0.003346435,0.0005472591,0.0004545859,0.005987098,0.000341935,0.1560493,0.00002453202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455487,0.00266741,0.001966442,0.0001541475,0.0002308945,0.0002088701,0.004507459,0.0001994039,0.1445167],"genre_scores_gemma":[0.9614699,0.001655971,0.005855978,0.0003922905,0.00006405367,0.0001412605,0.006211541,0.00003052092,0.0241785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006324977,"threshold_uncertainty_score":0.02115917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743020487647109,"score_gpt":0.216077120104916,"score_spread":0.1986469152284449,"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."}}