{"id":"W4400898046","doi":"10.55016/ojs/pplt.v2y2017.42289","title":"Convening Interdisciplinary Communities of Practice in an Institution of Higher Education","year":2017,"lang":"en","type":"article","venue":"Papers on postsecondary learning and teaching.","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Institution; Community of practice; Context (archaeology); Sociology; Pedagogy; Engineering ethics; Work (physics); Social practice; Engineering; Social science; Geography","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":[0.02233737,0.0003371183,0.0005603269,0.001669064,0.01946294,0.009865895,0.00228152,0.002967564,0.004055538],"category_scores_gemma":[0.02172402,0.000404996,0.0005555482,0.001419322,0.01637555,0.005727039,0.01416866,0.003807947,0.0005791978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005029571,"about_ca_system_score_gemma":0.01537993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119794,"about_ca_topic_score_gemma":0.007236185,"domain_scores_codex":[0.9752053,0.01833301,0.0005145338,0.001654562,0.001806456,0.002486127],"domain_scores_gemma":[0.9585793,0.01920873,0.00439624,0.002608822,0.002171704,0.01303513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001789821,0.001167065,0.04079149,0.0004297134,0.00003777674,0.00245848,0.751089,0.000623134,0.003655856,0.02366782,0.004543574,0.1713571],"study_design_scores_gemma":[0.00003633192,0.0007913784,0.01482304,0.0004747765,0.00002353153,0.0007399392,0.9017066,0.0006959231,0.001247237,0.01314848,0.06622503,0.00008776346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577687,0.000805848,0.009706932,0.007095715,0.0002155224,0.0003147259,0.00001375183,0.0001184183,0.02396033],"genre_scores_gemma":[0.9890351,0.0002398015,0.006898883,0.0004824032,0.00003804736,0.00007018205,0.00001037623,0.00001353119,0.003211627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02233737,"threshold_uncertainty_score":0.1181328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04143572536493794,"score_gpt":0.4371183224984746,"score_spread":0.3956825971335367,"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."}}