{"id":"W2106487092","doi":"10.1007/978-3-540-93777-7_18","title":"Division of labor and division of knowledge: A case study of innovation in the video game industry","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Division of labour; Division (mathematics); Corporate governance; Relation (database); Matching (statistics); Knowledge management; Presentation (obstetrics); Labor relations; Business; Computer science; Management; Economics; Market economy","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":[0.002602661,0.0002760889,0.0003018884,0.001458532,0.007056077,0.005094818,0.001573013,0.002748708,0.003568493],"category_scores_gemma":[0.005574203,0.0002137453,0.0003814291,0.002190868,0.005006164,0.003469899,0.003320885,0.001492891,0.0003340897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005559241,"about_ca_system_score_gemma":0.004093327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167192,"about_ca_topic_score_gemma":0.03456891,"domain_scores_codex":[0.9974359,0.001409495,0.00004807239,0.0001660039,0.000351493,0.0005891573],"domain_scores_gemma":[0.9930438,0.005745484,0.0003463599,0.0001833541,0.0002089788,0.0004720148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007065204,0.002825589,0.05931767,0.0003544842,0.00004641649,0.01506275,0.3764828,0.002867393,0.003092055,0.3604015,0.008096687,0.1707462],"study_design_scores_gemma":[0.0001854171,0.0007104451,0.06746714,0.0005517455,0.00008180219,0.004515821,0.7503915,0.01174641,0.004261585,0.08885475,0.07114371,0.00008970087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291805,0.0005572695,0.003298745,0.001260434,0.00001794673,0.00008978859,0.00002977461,0.000009213933,0.06555636],"genre_scores_gemma":[0.9909357,0.0003240621,0.001388841,0.00008788869,0.000006105719,0.00003906916,0.00001731011,0.000005150286,0.007195665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0167192,"threshold_uncertainty_score":0.04033524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514717777493895,"score_gpt":0.3060263822322072,"score_spread":0.2708792044572683,"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."}}