{"id":"W2600782589","doi":"10.5539/jel.v6n3p70","title":"The Effect of Peer Instruction Method on Pre-Service Teachers’ Conceptual Comprehension of Methodology Course","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Viewpoints; Peer instruction; Comprehension; Peer tutor; Mathematics education; Psychology; Teaching method; Pedagogy; Peer feedback; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001627365,0.000289876,0.0003179268,0.0003607697,0.0002660519,0.0005029675,0.0004073938,0.0003192718,0.002927854],"category_scores_gemma":[0.01380487,0.0001513855,0.0003651992,0.0001382727,0.0002490912,0.0004049469,0.0005697479,0.0005247779,0.0002720983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067087,"about_ca_system_score_gemma":0.0004590936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005566807,"about_ca_topic_score_gemma":0.0009331342,"domain_scores_codex":[0.9984974,0.0007061103,0.0001049828,0.0001696625,0.0003547834,0.0001669999],"domain_scores_gemma":[0.9884927,0.00774345,0.001166442,0.000473237,0.0009250826,0.001199118],"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":[0.01060922,0.04831104,0.2399808,0.001163122,0.0005117005,0.001203627,0.04201285,0.0008819487,0.08751404,0.0004544509,0.001799237,0.565558],"study_design_scores_gemma":[0.0005023776,0.04856544,0.898855,0.0002206722,0.0005543721,0.0005815989,0.01129601,0.001536419,0.03263556,0.0003279624,0.00484929,0.00007535596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992137,0.00004264831,0.0001167365,0.00002266357,0.000005338347,0.00003333707,0.000004606013,0.000006971906,0.0005539226],"genre_scores_gemma":[0.9982388,0.00008460742,0.0006377301,0.00001290228,0.000007751912,0.00006460645,0.00001609222,0.000003223589,0.0009344023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002927854,"threshold_uncertainty_score":0.009794593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09968173924893012,"score_gpt":0.4971760240053805,"score_spread":0.3974942847564503,"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."}}