{"id":"W6903359761","doi":"10.11575/prism/40537","title":"Coleoptera of Alberta: Visual Guide to Common Terrestrial Families (Adults)","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terminology; Key (lock); Entomology; Taxonomy (biology); Visual communication","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":[0.0004095419,0.001520718,0.0006302065,0.003013168,0.001419593,0.001423884,0.001698837,0.0005990483,0.1977508],"category_scores_gemma":[0.0007406948,0.0006935228,0.0003628996,0.003741565,0.0004724902,0.001144483,0.000855793,0.001070209,0.08114486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0038993,"about_ca_system_score_gemma":0.005674752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7279559,"about_ca_topic_score_gemma":0.8860201,"domain_scores_codex":[0.9997919,0.00001319765,0.000009130608,0.00002652668,0.0001159604,0.00004328349],"domain_scores_gemma":[0.9992887,0.00005318774,0.00003123426,0.00003968062,0.0004897527,0.00009746535],"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":[0.00003491499,0.00002381482,0.001073378,0.0002445531,0.000003375824,0.00005742084,0.0002003422,0.0001241579,0.001232704,0.0008032072,0.9104062,0.08579595],"study_design_scores_gemma":[0.000007887326,0.000007427158,0.007402402,0.0001360422,0.000004747541,0.00007392317,0.0001388437,0.00006484328,0.0001436652,0.0003983331,0.9916129,0.000009000456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005264823,0.02305711,0.01090059,0.002108892,0.001717421,0.0008344894,0.2076115,0.008199578,0.7403055],"genre_scores_gemma":[0.01533177,0.0196496,0.05026924,0.001695049,0.0002971213,0.0006157953,0.1923386,0.00221172,0.717591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2720441,"threshold_uncertainty_score":0.6615424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101875485242874,"score_gpt":0.3415314045368463,"score_spread":0.3205126496844176,"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."}}