{"id":"W1515750178","doi":"10.1002/bse.725","title":"Environmental and Business Communities of Practice: Graduate Students Comparing Community‐Relevant Language","year":2011,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Credence; Repertoire; Sociology; Identity (music); Public relations; Linguistics; Political science; Computer science","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":[0.009274281,0.0002807533,0.0005205932,0.003061122,0.003925118,0.00779092,0.001059949,0.001444915,0.004485744],"category_scores_gemma":[0.03001091,0.0003179926,0.0002874147,0.001932711,0.004669077,0.004044895,0.007733328,0.001628092,0.0004723656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842916,"about_ca_system_score_gemma":0.003315231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346007,"about_ca_topic_score_gemma":0.00416479,"domain_scores_codex":[0.9926273,0.003993883,0.0002804329,0.0007518941,0.001369216,0.0009772412],"domain_scores_gemma":[0.9753358,0.01169234,0.002542355,0.0008354821,0.004075754,0.005518361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001494031,0.001118907,0.08295324,0.0001204718,0.00002251305,0.0004742818,0.8630168,0.0001309134,0.002375413,0.004417423,0.0009770776,0.04424357],"study_design_scores_gemma":[0.00002898155,0.0004392435,0.04458557,0.00009802782,0.00001320099,0.0002319673,0.9408491,0.0006058225,0.0008528382,0.003907616,0.008343736,0.00004386475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953139,0.00005831205,0.0002621842,0.0003412009,0.00001587796,0.00003961751,0.000005908688,0.000005468808,0.003957435],"genre_scores_gemma":[0.9980007,0.00006990207,0.0003705229,0.00008589676,0.000007946906,0.00003768159,0.00001100656,0.000005125964,0.001411276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009274281,"threshold_uncertainty_score":0.04904765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07761577669359436,"score_gpt":0.294712226244999,"score_spread":0.2170964495514047,"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."}}