{"id":"W2133773925","doi":"10.3917/mana.084.0123","title":"Network-Based Organizing for Product Innovation: How Power Imbalances Matter","year":2005,"lang":"en","type":"article","venue":"M n gement","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council; University of Ottawa","funders":"","keywords":"Product (mathematics); Business; Power (physics); Industrial organization; Mathematics; Physics","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":[0.001999122,0.0002411755,0.000369904,0.001240838,0.001350582,0.004161264,0.000926433,0.001431972,0.01824591],"category_scores_gemma":[0.01529126,0.0002367136,0.0004593309,0.001056267,0.002716378,0.00735127,0.001471156,0.0007030027,0.001061749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731817,"about_ca_system_score_gemma":0.0007819132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354241,"about_ca_topic_score_gemma":0.003198118,"domain_scores_codex":[0.9993573,0.000293081,0.00001485976,0.0001490476,0.00008232098,0.0001033697],"domain_scores_gemma":[0.9926986,0.004391447,0.0009944794,0.000657585,0.0005822901,0.0006755075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002109106,0.0001039446,0.01410368,0.0002166696,0.0001060669,0.0002333038,0.002423117,0.02868737,0.001558959,0.8921939,0.008663923,0.05149822],"study_design_scores_gemma":[0.00004778347,0.00003544983,0.01139737,0.00004732564,0.00003525288,0.0001020125,0.001634778,0.04054246,0.0002018528,0.9376881,0.008239135,0.00002841062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6656298,0.004951193,0.08416804,0.02450921,0.0003080222,0.00006788623,0.0004000812,0.0002834862,0.2196823],"genre_scores_gemma":[0.9942813,0.0005908934,0.001777579,0.0001501542,0.00009451923,0.00001932088,0.00002993987,0.00002719616,0.00302909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824591,"threshold_uncertainty_score":0.06103861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168982380437598,"score_gpt":0.2256060353125489,"score_spread":0.203916211508173,"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."}}