{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08704232,0.001014168,0.00197023,0.006033828,0.01780697,0.03785338,0.006094222,0.03768482,0.0426559],"category_scores_gemma":[0.1251488,0.000904879,0.001562764,0.00326249,0.05686376,0.04930798,0.02126948,0.0522778,0.01134331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01581844,"about_ca_system_score_gemma":0.0676934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372495,"about_ca_topic_score_gemma":0.02127541,"domain_scores_codex":[0.9589993,0.01901436,0.001582113,0.003761326,0.01150656,0.00513627],"domain_scores_gemma":[0.7278137,0.1603426,0.004576878,0.02095389,0.04306882,0.04324409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003036418,0.0001198989,0.0004528391,0.0001628513,0.00002090417,0.0001390114,0.003870056,0.00008517119,0.00008867592,0.6565698,0.3098159,0.02864449],"study_design_scores_gemma":[0.00003829575,0.00003123123,0.000344837,0.0009078765,0.00001885091,0.0001142645,0.01275622,0.0004065165,0.000177929,0.4439905,0.5411574,0.00005603561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008145119,0.002932888,0.003096933,0.9456672,0.01054283,0.00003685423,0.00006670155,0.00008686282,0.0367552],"genre_scores_gemma":[0.1019367,0.009234686,0.02058687,0.768738,0.02988014,0.000679752,0.0002623315,0.0004707453,0.06821074],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08704232,"threshold_uncertainty_score":0.4603293,"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."}}