{"id":"W4395488713","doi":"10.15468/bm8amw","title":"Canadian Museum of Nature Fish Collection","year":2018,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Fish <Actinopterygii>; Fishery; Geography; Art; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001624543,0.00153146,0.001554926,0.008796034,0.003353217,0.003069869,0.002974522,0.0008516135,0.1247552],"category_scores_gemma":[0.009811999,0.0007009169,0.0006685147,0.01852052,0.0007060429,0.001431961,0.002138526,0.001804186,0.07213995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047322,"about_ca_system_score_gemma":0.02984406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8261415,"about_ca_topic_score_gemma":0.9100686,"domain_scores_codex":[0.9980385,0.00009943198,0.0001622066,0.0004520524,0.0009327582,0.0003151707],"domain_scores_gemma":[0.9920867,0.0005395432,0.000409112,0.0009119143,0.005368839,0.0006839608],"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":[0.00001949661,0.000004170849,0.0008510571,0.0002122414,0.00001187637,0.00001532782,0.00002650538,0.00004773758,0.00003385169,0.0007155252,0.9952538,0.00280848],"study_design_scores_gemma":[0.00001771023,0.000001703461,0.0052107,0.0001563267,0.00001455139,0.00001852946,0.0000540478,0.00005330814,0.00005772236,0.0004126579,0.9939842,0.00001862656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007817645,0.00007060356,0.00007045049,0.00005584313,0.00002854471,0.00001397118,0.9965983,0.00008668641,0.002997328],"genre_scores_gemma":[0.0005455211,0.0001775279,0.0005509036,0.00006195072,0.000007870744,0.00009819126,0.9952729,0.00009051229,0.003194685],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1738585,"threshold_uncertainty_score":0.4173477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300045515815441,"score_gpt":0.2406111714692038,"score_spread":0.2276107163110494,"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."}}