{"id":"W2164846905","doi":"10.7202/045608ar","title":"Tangled Threads: Mentoring within a community of practice","year":2011,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"McGill University","keywords":"Context (archaeology); Association (psychology); Grounded theory; Peer mentoring; Psychology; Pedagogy; Sociology; Qualitative research; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.007443111,0.0004229385,0.0004159271,0.001547426,0.01497988,0.007733917,0.002135079,0.002937424,0.006622287],"category_scores_gemma":[0.0174416,0.0004092262,0.0006022362,0.00126063,0.00983349,0.007363169,0.01440061,0.002987033,0.0006396211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178386,"about_ca_system_score_gemma":0.00442482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810992,"about_ca_topic_score_gemma":0.005346407,"domain_scores_codex":[0.9888785,0.008274903,0.0002009688,0.0006377066,0.0008593429,0.001148533],"domain_scores_gemma":[0.9875816,0.005668656,0.001226099,0.001146213,0.0005454608,0.003832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001164733,0.0003248678,0.007262268,0.0002069545,0.00002507283,0.004313082,0.8853922,0.0002427302,0.001562343,0.02035109,0.003079219,0.07712369],"study_design_scores_gemma":[0.00005625553,0.0005661119,0.005160898,0.0004236526,0.0000312655,0.004214388,0.83604,0.001509205,0.0009870912,0.02635336,0.1245881,0.00006964727],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986632,0.001178747,0.0363908,0.008330673,0.0004971963,0.0007589571,0.00004907395,0.0002923602,0.05383892],"genre_scores_gemma":[0.9837919,0.0002403691,0.00824057,0.0003490084,0.00004380345,0.0001675979,0.00001585812,0.00005043815,0.007100348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497988,"threshold_uncertainty_score":0.03936344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5948955453386873,"score_gpt":0.4091364571637853,"score_spread":0.1857590881749019,"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."}}