{"id":"W3001993445","doi":"10.24908/pceea.vi0.13754","title":"THE IMPACT OF THE CLASSROOM ENVIRONMENT ON THE TRANSITION FROM THE TRADITIONAL MODEL TO THE FLIPPED CLASSROOM IN A UNIT OPERATION COURSE","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Flipped classroom; Unit (ring theory); Computer science; Process (computing); Mathematics education; Space (punctuation); Adaptation (eye); Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003271753,0.0001526256,0.0001354671,0.00006566165,0.0009279668,0.0001776428,0.000931089,0.0001328561,0.00007177611],"category_scores_gemma":[0.001446779,0.00007297174,0.0001662619,0.0004667936,0.0000824678,0.0001754278,0.00002464443,0.0004896796,0.00001138761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594122,"about_ca_system_score_gemma":0.001201613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03791867,"about_ca_topic_score_gemma":0.03599788,"domain_scores_codex":[0.9982712,0.0002065126,0.0003040177,0.0001820532,0.0007189668,0.0003172243],"domain_scores_gemma":[0.9984562,0.0007076847,0.0003199312,0.0002632964,0.0001606069,0.00009231389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00004395708,0.0002752604,0.0596776,0.00002573554,0.0003214042,4.811912e-8,0.1879136,0.4633189,0.004830292,0.2434176,0.03690697,0.003268599],"study_design_scores_gemma":[0.0005502371,0.00008771055,0.7561489,0.0003028938,0.0001477088,0.00000103398,0.03062749,0.1889548,0.000708088,0.01167162,0.01033799,0.0004615319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222244,0.00005525189,0.0001178529,0.07265489,0.0005621593,0.001344768,0.0001095116,0.00001896457,0.00291219],"genre_scores_gemma":[0.9978595,0.00001295843,0.0001888202,0.0006748615,0.0002503126,0.0001110102,0.00001097803,0.00002158027,0.0008699333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6964713,"threshold_uncertainty_score":0.9815927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979303203767206,"score_gpt":0.2681550138308153,"score_spread":0.2483619817931433,"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."}}