{"id":"W1492172550","doi":"","title":"Knowledge building for teacher education and professional development: The opportunity and challenges of innovation, Part 2","year":2005,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Professional development; Pedagogy; Knowledge building; Engineering ethics; Mathematics education; Sociology; Public relations; Business; Knowledge management; Political science; Computer science; Engineering; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003805279,0.000378528,0.000369656,0.0008814646,0.002385446,0.01428283,0.0007121785,0.001994638,0.01197473],"category_scores_gemma":[0.003044087,0.0002405438,0.0002976998,0.001169854,0.01230874,0.005778539,0.003658829,0.002372525,0.001215622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003783439,"about_ca_system_score_gemma":0.009689575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003337194,"about_ca_topic_score_gemma":0.004703454,"domain_scores_codex":[0.9979329,0.001027122,0.00006317528,0.0001313797,0.0005584983,0.0002868968],"domain_scores_gemma":[0.9956748,0.002935454,0.0002358296,0.0003770186,0.0003255942,0.0004513522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002159813,0.0001003715,0.0009692492,0.0008581939,0.00001260801,0.0001810731,0.0111178,0.0007304595,0.0006062335,0.6637446,0.0412861,0.2803716],"study_design_scores_gemma":[0.00001105661,0.00005996559,0.002877792,0.001501264,0.00001232585,0.000379486,0.008756146,0.0008330921,0.0008610666,0.420924,0.5637637,0.00002015601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02816969,0.1181638,0.03843069,0.1406369,0.002380399,0.000195602,0.00006603404,0.0002106182,0.6717463],"genre_scores_gemma":[0.7148854,0.1095915,0.02406661,0.004580917,0.001761261,0.0003113142,0.00008012445,0.0001344544,0.1445884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01428283,"threshold_uncertainty_score":0.04005945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048543153951976,"score_gpt":0.3877630290631424,"score_spread":0.2829087136679447,"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."}}