{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008914211,0.0003118294,0.0003432917,0.003152765,0.001776933,0.009840151,0.001298378,0.001321572,0.001477566],"category_scores_gemma":[0.03156709,0.0003943421,0.0003607221,0.001226316,0.008097735,0.0048317,0.00283832,0.001850729,0.0001999383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002973732,"about_ca_system_score_gemma":0.00200227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526309,"about_ca_topic_score_gemma":0.00182191,"domain_scores_codex":[0.9902079,0.004912352,0.0006228249,0.0006087889,0.002890664,0.0007575836],"domain_scores_gemma":[0.9432989,0.03495996,0.007900649,0.001987947,0.004984537,0.00686802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001204079,0.0008742771,0.2264519,0.0003696144,0.00009787709,0.0005002922,0.6779594,0.001317296,0.005181316,0.04295138,0.0007565819,0.04341959],"study_design_scores_gemma":[0.00009546972,0.0007335638,0.1952737,0.000594117,0.000152225,0.002044425,0.7209582,0.005794995,0.003682915,0.02277073,0.04767576,0.000223824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794302,0.0008444684,0.00785738,0.001084512,0.00001913669,0.00003798084,0.00001717039,0.00002301483,0.01068607],"genre_scores_gemma":[0.9987765,0.0001901679,0.000573535,0.00004857056,0.000006837965,0.00001176647,0.000008007484,0.000003335022,0.000381355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009840151,"threshold_uncertainty_score":0.04714346,"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."}}