{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002756043,0.00004476098,0.00003864706,0.0000272803,0.00001377233,0.00001139024,0.00006235742,0.00003468398,0.0007136308],"category_scores_gemma":[0.000005934548,0.00004112999,0.0000133457,0.00007850356,0.00002235517,0.00002175273,0.000006256475,0.00005637742,0.0005078421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001161171,"about_ca_system_score_gemma":0.000004359575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002402434,"about_ca_topic_score_gemma":0.00001615532,"domain_scores_codex":[0.999766,0.000001769733,0.0000560457,0.00004290445,0.00003456649,0.00009873496],"domain_scores_gemma":[0.9998158,0.000009085144,0.00000190871,0.000118447,0.00001495288,0.00003985365],"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":[0.000002232163,0.0001271951,0.001129253,0.00005992077,0.00002108373,0.000001533473,0.0002984832,0.0005815951,0.01055827,0.02419556,0.7131125,0.2499124],"study_design_scores_gemma":[0.00005942809,0.00004330407,0.004748604,0.000003608625,0.000001974651,0.000007677487,0.00001305131,0.01145427,0.003397769,0.00008384465,0.9800858,0.0001006367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03263637,0.000084086,0.05030533,0.0004688506,0.001422404,0.0002035778,0.000001144979,0.006654467,0.9082237],"genre_scores_gemma":[0.9733037,0.000004822175,0.02481668,0.00007475426,0.000258856,0.0000249873,0.000002322432,0.00001456069,0.001499368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9406673,"threshold_uncertainty_score":0.7813756,"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."}}