{"id":"W6912536181","doi":"10.5281/zenodo.5605431","title":"Acantholiparis opercularis Gilbert & Burke 1912","year":2021,"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":"","funders":"","keywords":"Pacific ocean; Pacific Rim; Fish <Actinopterygii>; Indian ocean","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":[0.00007042935,0.0004245117,0.0001706707,0.001276118,0.0007994956,0.0002739258,0.0002129087,0.0003970151,0.01326482],"category_scores_gemma":[0.0002135432,0.0001166768,0.00008522582,0.0005715456,0.0004722979,0.0004502727,0.0006729362,0.000210323,0.003547353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210549,"about_ca_system_score_gemma":0.0001496094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008015808,"about_ca_topic_score_gemma":0.02615763,"domain_scores_codex":[0.9999408,0.000007389525,0.000006093735,0.00001546056,0.00001853801,0.0000117101],"domain_scores_gemma":[0.9998916,0.00001579399,0.00004537916,0.000007209324,0.00002463249,0.00001526993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002144234,0.0001060166,0.07768365,0.0008832142,0.00005700243,0.001894981,0.001542752,0.0003308972,0.01565012,0.002174348,0.03661368,0.8628489],"study_design_scores_gemma":[0.00003287288,0.0001338567,0.5468159,0.0006348778,0.00004628897,0.004433878,0.001724453,0.0003050416,0.001288931,0.001119697,0.443442,0.0000222588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4196473,0.03825564,0.004035111,0.001055982,0.0006035348,0.0005492779,0.005039258,0.0005960729,0.5302178],"genre_scores_gemma":[0.9578285,0.007407642,0.003283835,0.0005468203,0.0001502173,0.0001096844,0.001316338,0.0000281583,0.02932878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01326482,"threshold_uncertainty_score":0.04437518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033643447157744,"score_gpt":0.2327868249980029,"score_spread":0.2124503905264255,"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."}}