{"id":"W4236675102","doi":"10.1109/glocomw.2018.8644367","title":"Technical Program Committee","year":2018,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Université du Québec; Queen's University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008784052,0.000966396,0.0007918616,0.003647872,0.003422424,0.005956555,0.00185901,0.00250563,0.482883],"category_scores_gemma":[0.01307763,0.0005526114,0.0007931114,0.001476787,0.0006629062,0.002495645,0.003282498,0.002990475,0.4256631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003694439,"about_ca_system_score_gemma":0.01105009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00393053,"about_ca_topic_score_gemma":0.008229681,"domain_scores_codex":[0.9944642,0.0007845217,0.0002151753,0.0007319715,0.003051198,0.0007528873],"domain_scores_gemma":[0.9776324,0.001189151,0.0004679817,0.00162919,0.01563004,0.003451169],"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":[0.00005307278,0.00007444788,0.0002275463,0.00007284561,0.000002938358,0.00002071744,0.00004663555,0.00007092751,0.0007852158,0.004345034,0.954884,0.03941667],"study_design_scores_gemma":[0.000009626167,0.00002663768,0.0005083163,0.00005176416,0.000003380257,0.00001696352,0.00007485106,0.0001194935,0.0006742543,0.0009412062,0.9975694,0.000004281146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003618812,0.002017612,0.01505398,0.04343595,0.03814152,0.003769266,0.01018819,0.00265673,0.8811179],"genre_scores_gemma":[0.002115124,0.0004224759,0.001573737,0.001942265,0.001531985,0.0005361654,0.002406783,0.0003607284,0.9891106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.517117,"threshold_uncertainty_score":0.7376046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844503209706554,"score_gpt":0.3045053856920886,"score_spread":0.286060353595023,"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."}}