{"id":"W4206595488","doi":"10.36315/2021end093","title":"ENSURING SUCCESS IN THE FLIPPED CLASSROOM WHEN TEACHING ON- LINE","year":2021,"lang":"en","type":"article","venue":"","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Scrutiny; GRASP; Mediation; Observational study; Psychology; Computer science; Order (exchange); Mathematics education; Work (physics); Pedagogy; Sociology; Political science; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004138153,0.00009836059,0.0001088957,0.00004094825,0.00008865353,0.0000463135,0.000264446,0.00007353961,0.006840803],"category_scores_gemma":[0.00006092659,0.00005952641,0.00004817176,0.0001193255,0.00001912019,0.00003994816,0.00002935377,0.0004579021,0.0005132988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001907619,"about_ca_system_score_gemma":0.00001971274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001350951,"about_ca_topic_score_gemma":0.00009394085,"domain_scores_codex":[0.9986734,0.0004306666,0.0002034479,0.000294581,0.0001732112,0.0002246387],"domain_scores_gemma":[0.9990065,0.0005790351,0.00003588261,0.0003159645,0.00002501208,0.00003760365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001113995,0.004794728,0.3648311,0.00001526438,0.0001063231,0.0003816375,0.01294286,0.0000457449,0.0004006189,0.4957274,0.06583782,0.0548051],"study_design_scores_gemma":[0.0009831567,0.00014332,0.8629176,0.00003530602,0.000009726976,0.00007033232,0.006647942,0.00002656979,0.00007872737,0.02875645,0.1000967,0.0002341856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5667793,0.00005484198,0.0001587015,0.01814256,0.0006049328,0.00006858484,0.000002575272,0.00002230555,0.4141662],"genre_scores_gemma":[0.9658498,0.000003265918,0.0006195302,0.00830835,0.0003122102,0.00004161371,0.00002445875,0.000007236759,0.02483358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4980865,"threshold_uncertainty_score":0.9940671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038049214472658,"score_gpt":0.430650022494175,"score_spread":0.3268451010469092,"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."}}