{"id":"W2200930534","doi":"10.18733/c32p43","title":"CPI Forges New Directions","year":2015,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003860077,0.0000877678,0.0001356185,0.00001319051,0.00006553919,0.00003032841,0.00002871082,0.00004503038,0.0002459523],"category_scores_gemma":[0.00003710058,0.00004844776,0.00005620401,0.00006621202,0.00007684466,0.000113942,0.00004616242,0.0001170961,0.00005011167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001941848,"about_ca_system_score_gemma":0.00002605816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002367051,"about_ca_topic_score_gemma":0.00001256426,"domain_scores_codex":[0.9995043,0.00001331963,0.00009743599,0.0001370002,0.000117216,0.000130776],"domain_scores_gemma":[0.9994345,0.00001617698,0.00001547826,0.00007568298,0.00004152617,0.0004166493],"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":[0.0005390421,0.0002797635,0.02481867,0.00004567416,0.00009449144,0.0001873155,0.01123946,0.000001781643,0.00374177,0.006168935,0.8714265,0.08145659],"study_design_scores_gemma":[0.001163453,0.0004939307,0.01851965,0.00002694305,0.00007627883,0.0005308249,0.005400395,0.00001786234,0.0002835218,0.0006905967,0.9726496,0.0001468792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715573,0.004023958,0.00003516403,0.01342746,0.0003826116,0.000101163,0.000002781384,0.00007914162,0.01039041],"genre_scores_gemma":[0.9731962,0.0003824588,0.0004115646,0.003747162,0.001782595,0.000006574603,0.00004644947,0.000006155424,0.02042084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012232,"threshold_uncertainty_score":0.2693005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7525638753305591,"score_gpt":0.5039304929146573,"score_spread":0.2486333824159018,"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."}}