{"id":"W1986572519","doi":"10.1016/j.otohns.2010.04.204","title":"S82– Communities of practice and information technologies","year":2010,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Environmental planning; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002287228,0.00007635781,0.0001459145,0.0002995271,0.0001059194,0.00007371399,0.0001677732,0.0001125607,0.00002705733],"category_scores_gemma":[0.0003940642,0.00006718824,0.00002108368,0.0002671474,0.0001803714,0.002974939,0.0001690574,0.000210957,0.00002693203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001429162,"about_ca_system_score_gemma":0.000008947888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039682,"about_ca_topic_score_gemma":0.0001815627,"domain_scores_codex":[0.9995837,0.000004899106,0.0001771588,0.00005623104,0.00007407986,0.0001039615],"domain_scores_gemma":[0.9992326,0.00006180214,0.0002158357,0.0001861731,0.0003010269,0.000002528606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001238044,0.0002077771,0.2405559,0.001148689,0.0001673699,0.000006201073,0.0008459541,0.0001584922,0.005771864,0.639231,0.000954384,0.1108286],"study_design_scores_gemma":[0.001733065,0.00004238583,0.07312443,0.0001139359,0.0006011964,0.0001201486,0.01797034,0.07546791,0.001154734,0.03112876,0.7976352,0.0009078716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811442,0.00009026098,0.001448091,0.003709329,0.0001281408,0.00006414358,0.000001248807,0.0001969617,0.01321759],"genre_scores_gemma":[0.9977413,0.00005639411,0.001264437,0.0008435958,0.00004970041,0.00001001654,0.00002002691,0.000004960192,0.000009521253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7966808,"threshold_uncertainty_score":0.2739857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007668940379967788,"score_gpt":0.2197646367576247,"score_spread":0.2120956963776569,"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."}}