{"id":"W3103967932","doi":"10.33422/2nd.educationconf.2019.11.793","title":"Effectiveness of The Feedback-Dialogue in Hybrid University Courses","year":2019,"lang":"en","type":"article","venue":"","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Computer science; Competence (human resources); Peer feedback; Mathematics education; Perception; Psychology; Multimedia; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.01689335,0.0006045486,0.0006723525,0.001264057,0.001061138,0.004066496,0.001116269,0.0008131582,0.002472411],"category_scores_gemma":[0.06278206,0.0002853555,0.0003648152,0.0006648467,0.001331331,0.002350447,0.003397064,0.0007533984,0.0005043069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143424,"about_ca_system_score_gemma":0.0008425842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004403715,"about_ca_topic_score_gemma":0.0005652897,"domain_scores_codex":[0.9764776,0.01687809,0.001214373,0.001637423,0.003056691,0.0007359639],"domain_scores_gemma":[0.9148706,0.06422225,0.007017265,0.004119014,0.004309027,0.005461894],"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":[0.004915037,0.0115718,0.1013137,0.002210925,0.0002174842,0.0009913635,0.1152538,0.004084435,0.07012721,0.002120929,0.00188241,0.685311],"study_design_scores_gemma":[0.001409401,0.0485176,0.6263753,0.001444749,0.0006706616,0.00224841,0.1168403,0.02992413,0.1212271,0.005452317,0.04512108,0.0007689216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941346,0.0001101075,0.003072008,0.00006656834,0.00001473426,0.0001409287,0.00002014236,0.000102882,0.002338034],"genre_scores_gemma":[0.9942468,0.00005585537,0.004821808,0.00003526105,0.00001759266,0.0001257504,0.00002897747,0.0000207192,0.0006472454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689335,"threshold_uncertainty_score":0.0893417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215438639821961,"score_gpt":0.2731384811793766,"score_spread":0.260984094781157,"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."}}