{"id":"W3000007877","doi":"10.36584/cjic.2019.002","title":"Designing an innovative professional development experience to build infection control professionals’ educational expertise","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Alberta Health Services","keywords":"Professional learning community; Context (archaeology); Professional development; Collaborative learning; Experiential learning; Community of practice; Teaching and learning center; Identity (music); Pedagogy; Knowledge management; Learning environment; Situated learning; Teaching method; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01208485,0.0007135974,0.000397073,0.001426749,0.006683623,0.006674057,0.003048807,0.002543152,0.005153934],"category_scores_gemma":[0.0129349,0.0006330102,0.000713165,0.0005065623,0.010137,0.004498878,0.01590686,0.003591546,0.001243918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005272188,"about_ca_system_score_gemma":0.01147167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216292,"about_ca_topic_score_gemma":0.006904531,"domain_scores_codex":[0.9881839,0.007417682,0.0002233525,0.0009048564,0.001618212,0.001652022],"domain_scores_gemma":[0.9882409,0.005547452,0.0004237152,0.0009951529,0.001181078,0.003611724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001024133,0.001912563,0.008635846,0.0005319588,0.00001653632,0.002795039,0.7948867,0.001233865,0.008318015,0.02454016,0.01076627,0.1462606],"study_design_scores_gemma":[0.0001852074,0.002136523,0.006527008,0.0007582127,0.00004776254,0.005246329,0.5517384,0.006720619,0.007780111,0.01950293,0.3992198,0.00013708],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7431599,0.0007340994,0.1511674,0.009262694,0.0006233002,0.002363243,0.00009608914,0.0006848422,0.09190834],"genre_scores_gemma":[0.8459741,0.0004935581,0.1307991,0.001454451,0.00007661214,0.0009433072,0.00009112732,0.0001113349,0.02005648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208485,"threshold_uncertainty_score":0.06391162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135813180236006,"score_gpt":0.3599606555328108,"score_spread":0.3286025237304507,"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."}}