{"id":"W6974330556","doi":"10.5886/7wlftb","title":"Royal Ontario Museum - Invertebrate Zoology","year":2025,"lang":"en","type":"dataset","venue":"Canadensys","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Invertebrate; Western hemisphere; Mollusca; Taxonomy (biology); Southern Hemisphere","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":[0.0008463362,0.001920359,0.002043433,0.007869049,0.001993605,0.003257374,0.002064361,0.000862427,0.2176788],"category_scores_gemma":[0.005294386,0.001162723,0.0008355364,0.02098889,0.0006268542,0.00169826,0.001935992,0.001280493,0.1259591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007998082,"about_ca_system_score_gemma":0.01716488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7905917,"about_ca_topic_score_gemma":0.8992494,"domain_scores_codex":[0.9987175,0.00005602521,0.0001177556,0.0003135528,0.0005347654,0.0002603267],"domain_scores_gemma":[0.9955075,0.0003884066,0.0003989643,0.0006657987,0.002548745,0.0004906165],"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":[0.00001907583,0.000003397199,0.001225913,0.0005831334,0.00001970495,0.00001670047,0.00003578093,0.0000663911,0.00003952392,0.0005681483,0.9927791,0.004643125],"study_design_scores_gemma":[0.00001690054,0.000001603342,0.006813933,0.0001964187,0.00001233336,0.00001783419,0.0000430679,0.00003979504,0.00004037895,0.0002432628,0.9925634,0.00001106405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006505369,0.000153664,0.00003800603,0.00005691562,0.00002484139,0.000005380592,0.9956449,0.00008831234,0.003922869],"genre_scores_gemma":[0.0009281666,0.0005001872,0.0003088342,0.00005589906,0.00001208031,0.00005097104,0.9890479,0.0001234273,0.00897249],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2176788,"threshold_uncertainty_score":0.7282079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243180209202589,"score_gpt":0.2295914776483443,"score_spread":0.2171596755563184,"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."}}