{"id":"W4319977969","doi":"10.1109/cipae55637.2022.00007","title":"Reviewers","year":2022,"lang":"en","type":"article","venue":"2022 International Conference on Computers, Information Processing and Advanced Education (CIPAE)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec; École de Technologie Supérieure","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":[],"category_scores_codex":[0.007328465,0.001077566,0.001061261,0.008963739,0.003207576,0.007854213,0.002617708,0.003802463,0.5767587],"category_scores_gemma":[0.08411794,0.0006279315,0.000860573,0.003783852,0.0008396514,0.003472809,0.002552689,0.002752564,0.3838735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339896,"about_ca_system_score_gemma":0.006621644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005932093,"about_ca_topic_score_gemma":0.01338278,"domain_scores_codex":[0.9894387,0.001491328,0.0005901087,0.001185745,0.006749515,0.0005446699],"domain_scores_gemma":[0.8687928,0.006808766,0.002641645,0.004439522,0.1101115,0.007205821],"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":[0.00001428445,0.000004120868,0.00005063804,0.00006491984,0.000001386246,0.0000208853,0.00001652211,0.00000824659,0.00004275964,0.0003022278,0.9877859,0.01168816],"study_design_scores_gemma":[0.00000872009,0.000004635884,0.0001360414,0.00007638774,0.000003389974,0.00004905338,0.00006215825,0.00002353513,0.00005898999,0.0002515022,0.9993197,0.000005824641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0008381521,0.006886917,0.003476624,0.1182836,0.4360733,0.001659361,0.007218514,0.003095561,0.4224681],"genre_scores_gemma":[0.003486005,0.0023935,0.001909894,0.02203264,0.03256696,0.0006781571,0.003157557,0.001217905,0.9325573],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4232413,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447910619751293,"score_gpt":0.3150634399732863,"score_spread":0.2905843337757734,"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."}}