{"id":"W2189080762","doi":"","title":"Professional Work: The Emergence of Collaborative Community","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Guild; Craft; Hierarchy; Work (physics); Argument (complex analysis); Salient; Sociology; Public relations; Political science; Engineering ethics; Law; Geography; Engineering; Medicine; Ecology","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":[0.001458963,0.0001030753,0.000118826,0.00007853117,0.000937087,0.00005699283,0.000401971,0.0000238119,0.0001855761],"category_scores_gemma":[0.0001228958,0.00006505786,0.00004634259,0.0009004248,0.00005646796,0.0003753495,0.0001087168,0.0008457825,0.00003081788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004762528,"about_ca_system_score_gemma":0.0001658384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003749411,"about_ca_topic_score_gemma":0.0003271249,"domain_scores_codex":[0.9987563,0.00004350873,0.0002203015,0.00006669572,0.0002826393,0.0006305052],"domain_scores_gemma":[0.9992591,0.00003805894,0.0002672514,0.0001134786,0.0003172055,0.000004876908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000633281,0.0001516081,0.02064688,0.00001070295,0.0001083138,4.853161e-7,0.0002305547,0.00005647664,0.00005078593,0.9540472,0.01651016,0.008123505],"study_design_scores_gemma":[0.0005099379,0.00006747069,0.1308983,0.00004966509,0.0000843777,0.000003395835,0.01710429,0.00005122007,0.00002415841,0.8297998,0.0212063,0.0002010866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483151,0.008531725,0.005253947,0.04080328,0.001411379,0.0008688418,0.000002404798,0.0001232418,0.09469013],"genre_scores_gemma":[0.9963531,0.0005218158,0.0000287238,0.0009145522,0.0004551465,0.000002058628,0.000004676529,0.000006786868,0.001713096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1480381,"threshold_uncertainty_score":0.720741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107108472776576,"score_gpt":0.2376849718716691,"score_spread":0.2269741245940115,"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."}}