{"id":"W4210587705","doi":"10.1503/cmaj.202094","title":"The butterfly","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Butterfly; Courtesy; lilac; Computer science; Computer graphics (images); Biology; Ecology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001487785,0.00052959,0.0001554932,0.0004784338,0.001710181,0.001072904,0.0003044365,0.0007302465,0.1750125],"category_scores_gemma":[0.0004884579,0.0001639294,0.0002261638,0.0002592289,0.0004990353,0.00104708,0.0008820549,0.00115987,0.05412705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006750276,"about_ca_system_score_gemma":0.0003247336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0221877,"about_ca_topic_score_gemma":0.03987119,"domain_scores_codex":[0.9999141,0.000007598906,0.000002071241,0.00001897386,0.00003842414,0.00001896684],"domain_scores_gemma":[0.9998977,0.00001096685,0.000007443214,0.000009379414,0.00003165661,0.00004285685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004968238,0.000008313827,0.001099263,0.00004173343,0.000003925332,0.0004677188,0.0002992111,0.00001164205,0.001251576,0.003354567,0.9131151,0.08029725],"study_design_scores_gemma":[0.000003515085,0.00001278453,0.001964414,0.0000401776,0.000002146989,0.001059676,0.000226265,0.00001650164,0.0001926874,0.0002754786,0.9962022,0.000004233953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01408672,0.006281271,0.001436941,0.02100882,0.006423883,0.00009547507,0.002887469,0.002328359,0.945451],"genre_scores_gemma":[0.04884962,0.002827685,0.002410886,0.01118287,0.0009901624,0.00002898331,0.00178179,0.0005300206,0.931398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1750125,"threshold_uncertainty_score":0.585475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00848995642514327,"score_gpt":0.1938525092200704,"score_spread":0.1853625527949272,"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."}}