{"id":"W3120406162","doi":"10.26443/ijwpc.v8i1.276","title":"One small victory","year":2021,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Victory; Medicine; Political science; Law","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":[0.01090824,0.001137748,0.001276455,0.001256789,0.008531253,0.009137454,0.003022209,0.01368485,0.1754503],"category_scores_gemma":[0.0454485,0.0005189036,0.001564588,0.0006949128,0.004343896,0.007934439,0.008407871,0.01685042,0.08156272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003832196,"about_ca_system_score_gemma":0.01504294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006295561,"about_ca_topic_score_gemma":0.0118608,"domain_scores_codex":[0.9885302,0.001925529,0.0004777102,0.001500743,0.004754297,0.002811512],"domain_scores_gemma":[0.9670929,0.003551713,0.0008094484,0.00307589,0.01044869,0.01502142],"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":[0.0001241155,0.00003201878,0.0001801549,0.00008547598,0.0000141727,0.00008932963,0.00003202841,0.00002377118,0.0001400719,0.008559369,0.9639596,0.02675982],"study_design_scores_gemma":[0.00006785565,0.00003760853,0.0004498482,0.0003065398,0.00001345586,0.0001457975,0.000225242,0.00005589206,0.000143472,0.009482378,0.9890506,0.00002146266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001645975,0.004950446,0.00189353,0.5556035,0.2185434,0.0001816892,0.0006875336,0.0006133148,0.2158807],"genre_scores_gemma":[0.02128078,0.002802234,0.002025394,0.5436782,0.02599113,0.0004235904,0.0008134646,0.0005350942,0.4024502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1754503,"threshold_uncertainty_score":0.5869398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238870506992788,"score_gpt":0.2682979393465783,"score_spread":0.2459092342766504,"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."}}