{"id":"W1962753912","doi":"10.24908/pceea.v0i0.5921","title":"AN ON-LINE TEAM-EFFECTIVENESS LEARNING SYSTEM","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Line (geometry); Computer science; Psychology; Operations management; Engineering; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322007,0.0001296667,0.000138209,0.0002528798,0.0001226639,0.0002149896,0.0006629123,0.000118055,0.00000103802],"category_scores_gemma":[0.001704161,0.0001236603,0.00004756561,0.0005657732,0.000005593368,0.0005958503,0.00003291426,0.0002804526,0.000008058657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002272602,"about_ca_system_score_gemma":0.0005600356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003569328,"about_ca_topic_score_gemma":0.0001861089,"domain_scores_codex":[0.9990156,0.00002273298,0.0001762037,0.000209759,0.000343977,0.0002317181],"domain_scores_gemma":[0.9985884,0.0001252748,0.0002536241,0.0001658742,0.0006013612,0.0002654055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001826706,0.0003205656,0.1550571,0.001071673,0.0002309578,9.012558e-7,0.005885525,0.2224778,0.003026128,0.5715161,0.02975413,0.01064081],"study_design_scores_gemma":[0.0008580616,0.000701908,0.1307037,0.001413601,0.00009941971,0.00005144976,0.001110268,0.68669,0.02413781,0.001468705,0.1512659,0.001499074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8030975,0.000430565,0.1250054,0.01024178,0.01803473,0.002937313,0.00002893706,0.006623121,0.03360063],"genre_scores_gemma":[0.9908527,0.000001524057,0.008598845,0.00006717012,0.0001552212,0.00005319704,0.00000239934,0.00002131448,0.0002476571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5700474,"threshold_uncertainty_score":0.5942776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145263323623001,"score_gpt":0.2499182973039873,"score_spread":0.2353919649416872,"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."}}