{"id":"W3093273723","doi":"","title":"Teaching is a learning experience","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mohawk College","funders":"","keywords":"General partnership; Perception; Pedagogy; Adult Learning; Psychology; Work (physics); Medical education; Perspective (graphical); Social justice; Sociology; Mathematics education; Adult education; Political science; Medicine; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001144247,0.00009125213,0.0001262748,0.0002329375,0.0008807881,0.0001740483,0.0002919546,0.0000690449,0.001407674],"category_scores_gemma":[0.002892462,0.0001125926,0.00006474384,0.0003688901,0.00007371297,0.0005439919,0.000004276933,0.0004593549,0.00003387792],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002406123,"about_ca_system_score_gemma":0.01428255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1609037,"about_ca_topic_score_gemma":0.2519667,"domain_scores_codex":[0.9986202,0.0003500546,0.0003333841,0.0001559262,0.00009895043,0.0004414626],"domain_scores_gemma":[0.9969134,0.00008835891,0.000350518,0.0001109142,0.0004428843,0.002093946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002374835,0.00002045756,0.009813472,0.00001788402,0.00001182277,0.000003902939,0.927179,0.00005345929,0.00007098787,0.01260386,0.0344793,0.0157435],"study_design_scores_gemma":[0.0000450686,0.00003164321,0.003818657,0.00003830312,0.00001532774,0.00001606168,0.2822482,0.00001964634,0.00001327443,0.0003695858,0.7132921,0.0000920575],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731871,0.0002688924,0.000301669,0.1060011,0.003374189,0.0001182152,0.000002363361,0.00001094647,0.01673546],"genre_scores_gemma":[0.9869711,0.00004139028,0.0008121268,0.005199804,0.001793454,0.00001292926,0.000005707598,0.00001466362,0.005148861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6788129,"threshold_uncertainty_score":0.9995052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0969210849450027,"score_gpt":0.3509117900333233,"score_spread":0.2539907050883207,"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."}}