{"id":"W7065488966","doi":"","title":"Emergent professional learning communities in Canadian postsecondary education: experiences of faculty, educational developers, support staff, and administrators","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional learning community; Professional development; Context (archaeology); Narrative; Learning community; Faculty development; Meaning (existential); Experiential learning; Qualitative research; Narrative inquiry","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":[0.008458654,0.0006361239,0.0006486705,0.001857909,0.05139026,0.009488904,0.003983452,0.002158674,0.003163814],"category_scores_gemma":[0.0129056,0.0006511457,0.0004311446,0.00276559,0.02853176,0.00360748,0.01559786,0.004231973,0.0002399736],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06565483,"about_ca_system_score_gemma":0.1059579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8436224,"about_ca_topic_score_gemma":0.938368,"domain_scores_codex":[0.9891722,0.003938116,0.0002238392,0.000695248,0.001522834,0.004447795],"domain_scores_gemma":[0.9854322,0.005525917,0.0008530436,0.000389341,0.001978048,0.005821442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001573302,0.00002801762,0.002618512,0.00002006919,0.000001400081,0.0003450006,0.9915241,0.0000282148,0.000108986,0.0009914691,0.0005669952,0.003751539],"study_design_scores_gemma":[0.000002149096,0.00001193152,0.001425603,0.00001981031,0.000001702453,0.0000510004,0.992808,0.00003720641,0.00006875253,0.0001334028,0.005432983,0.000007458638],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885056,0.0002880482,0.0005587597,0.002207175,0.00004062602,0.0001237626,0.00006243541,0.00002836751,0.008185067],"genre_scores_gemma":[0.9956643,0.0002093854,0.0004251253,0.0003117092,0.000008474702,0.00004275671,0.00003462382,0.00001644778,0.0032873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9343452,"threshold_uncertainty_score":0.4763613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047072463047123,"score_gpt":0.2977733396467093,"score_spread":0.277302615016238,"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."}}