{"id":"W4410784597","doi":"10.1093/9780199289011.003.0096","title":"Commercialization Strategies","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001581403,0.0001288426,0.0001050359,0.0000953771,0.00001436481,0.00001490508,0.00009720021,0.0002117765,0.002202584],"category_scores_gemma":[1.687017e-7,0.0001298204,0.00002793608,0.000006827741,0.00002110757,0.00006147179,0.00002915314,0.0001121892,0.0002608831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001996683,"about_ca_system_score_gemma":0.000004537406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002920761,"about_ca_topic_score_gemma":0.00004082849,"domain_scores_codex":[0.9997157,5.933007e-7,0.0000928715,0.00007397525,0.00004384067,0.00007301663],"domain_scores_gemma":[0.9998068,0.000002246686,0.00001556485,0.0001559922,0.000008823694,0.00001053663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[2.31896e-7,0.000001096924,0.000001024167,0.00002470339,0.00004689716,0.000001585235,0.00001069132,0.00002968232,0.000002547115,0.9549374,0.03615224,0.008791906],"study_design_scores_gemma":[0.00004088826,0.000009690107,0.00001769559,0.00001599563,0.00002870295,2.239497e-7,0.00001039465,0.00008510829,0.00002944238,0.2178503,0.7817521,0.0001594854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001576778,0.0001529026,0.05823791,0.00001799461,0.000288611,0.00008633835,0.000001613355,0.001189442,0.9400236],"genre_scores_gemma":[0.02265364,0.0008332844,0.000680724,0.00004246553,0.000057308,0.000009700929,0.00005994729,0.00006260131,0.9756003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7455999,"threshold_uncertainty_score":0.9987096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075966666298711,"score_gpt":0.2081400603857942,"score_spread":0.1873803937228071,"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."}}