{"id":"W1973266242","doi":"10.1108/17465641011068839","title":"Knowledge construction and risk induction/mitigation in dialogical workgroup processes","year":2010,"lang":"en","type":"article","venue":"Qualitative Research in Organizations and Management An International Journal","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Workgroup; Dialogical self; Context (archaeology); Knowledge management; Originality; Sociology; Empirical research; Viewpoints; Epistemology; Qualitative research; Social psychology; Psychology; Computer science; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009025425,0.0001115534,0.0001397868,0.00247984,0.0004882706,0.001043473,0.0004162743,0.00007072215,0.0003756742],"category_scores_gemma":[0.002447553,0.00009380201,0.00001476476,0.002999833,0.0004788301,0.001868709,0.0002550148,0.0007218537,0.00002264229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007584826,"about_ca_system_score_gemma":0.0000972886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000681542,"about_ca_topic_score_gemma":0.001632689,"domain_scores_codex":[0.9967732,0.0009876286,0.0006120865,0.0003910589,0.00100941,0.0002266286],"domain_scores_gemma":[0.9969765,0.000850839,0.000197687,0.000144154,0.001716364,0.0001144866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006599929,0.0002121122,0.4179998,0.00002151594,0.00004918089,0.00001615551,0.0193502,0.00003872794,0.00006848037,0.2586522,0.0003330229,0.3031925],"study_design_scores_gemma":[0.001931594,0.0001593429,0.4880863,0.0001113304,0.00001248659,0.0001283668,0.09263002,0.002056971,0.00006325888,0.3944296,0.02008549,0.0003052118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987279,0.00006230445,0.005737917,0.001538702,0.000738787,0.0002897609,0.000009992606,0.00001618979,0.004327329],"genre_scores_gemma":[0.9883382,0.004452874,0.006527543,0.00002170028,0.0002591784,0.00002673909,0.00001650627,0.000009184054,0.0003480308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3028873,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2040998484401182,"score_gpt":0.54410695333416,"score_spread":0.3400071048940418,"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."}}