{"id":"W2461686322","doi":"","title":"Conceptions of Effective Teaching and Perceived Use of Computer Technologies in Active Learning Classrooms","year":2015,"lang":"en","type":"article","venue":"International journal on teaching and learning in higher education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teaching method; Context (archaeology); Psychology; Perception; Active learning (machine learning); Mathematics education; Teaching and learning center; Independence (probability theory); Pedagogy; Educational technology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002070897,0.00009328356,0.0001751616,0.0005211381,0.0002649825,0.0001000499,0.0001241843,0.0001049324,0.00001463222],"category_scores_gemma":[0.002239891,0.00008881275,0.00003156832,0.00009446294,0.0001441809,0.0004782521,0.00004287693,0.002565115,9.656551e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240075,"about_ca_system_score_gemma":0.0002162488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009603497,"about_ca_topic_score_gemma":0.00005914537,"domain_scores_codex":[0.9971999,0.001910287,0.0002803062,0.0001582981,0.0003174083,0.0001338311],"domain_scores_gemma":[0.9983738,0.001039228,0.0003228044,0.00003873124,0.000175439,0.00005000654],"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":[0.00008300049,0.0002228182,0.2415658,0.000006740007,0.00003190808,0.00000310183,0.0433924,0.00914345,0.0002742637,0.007697126,0.00003977324,0.6975396],"study_design_scores_gemma":[0.001244587,0.000606131,0.7506593,0.001182766,0.00002001126,0.00002202758,0.1220123,0.002296639,0.00001811954,0.001442891,0.1202505,0.0002447402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942911,0.00009082097,0.0001979784,0.003263369,0.0005290002,0.00009225478,5.666923e-7,0.000033662,0.001501265],"genre_scores_gemma":[0.9938287,0.0000732984,0.004781749,0.00003550379,0.0002529183,0.000005222853,0.000004905264,0.000008374391,0.001009341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6972949,"threshold_uncertainty_score":0.999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781654459783312,"score_gpt":0.3680618964158952,"score_spread":0.3302453518180621,"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."}}