{"id":"W3207909006","doi":"10.11575/cpai.v4i1.72849","title":"Post-disciplinary education with groups: In-person vs. online","year":2021,"lang":"en","type":"article","venue":"University of Calgary","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Allegation; Session (web analytics); Misconduct; Discipline; Medical education; Best practice; Psychology; Higher education; Computer science; Sociology; Medicine; World Wide Web; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005785403,0.0002433133,0.0004202462,0.0004711874,0.002018413,0.004846419,0.001037874,0.0008232943,0.01880457],"category_scores_gemma":[0.009965347,0.0001699056,0.0002253345,0.0009519917,0.001405168,0.00249403,0.002938475,0.001267516,0.001899594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936889,"about_ca_system_score_gemma":0.002739029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005339069,"about_ca_topic_score_gemma":0.01472467,"domain_scores_codex":[0.9963607,0.002428274,0.00009805654,0.0001657668,0.00041401,0.0005330457],"domain_scores_gemma":[0.9917528,0.004683546,0.0004087275,0.0004175578,0.000674568,0.002062757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006593349,0.0153474,0.02963721,0.001451133,0.0001095081,0.000392344,0.1076474,0.0006651354,0.00614295,0.01344138,0.009366388,0.8092059],"study_design_scores_gemma":[0.002891307,0.02180568,0.1722707,0.003835996,0.0005365768,0.0009395905,0.5375936,0.005908239,0.02554847,0.01780795,0.2106557,0.0002062571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158982,0.0006415254,0.003889761,0.002269488,0.0001733287,0.0004302373,0.00006658453,0.0001038131,0.0765271],"genre_scores_gemma":[0.9843875,0.0005329938,0.003603637,0.0005131562,0.00003561864,0.0002403585,0.0000340249,0.00003386388,0.01061868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01880457,"threshold_uncertainty_score":0.06290758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237008694438174,"score_gpt":0.2606881772087037,"score_spread":0.2483180902643219,"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."}}