{"id":"W4400440791","doi":"10.5465/amproc.2024.379bp","title":"Innovation Commercialization and Patent Disclosure","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Commercialization; Business; Marketing","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":[0.0003936799,0.0001345193,0.000122545,0.0005189383,0.0001009661,0.0002612428,0.0001425724,0.00007631863,0.0001042809],"category_scores_gemma":[0.00003786419,0.000111213,0.00002739515,0.001101934,0.00005171103,0.001370666,0.0002006542,0.0001359552,0.0000887452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001317995,"about_ca_system_score_gemma":0.00000161049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001726322,"about_ca_topic_score_gemma":2.454273e-7,"domain_scores_codex":[0.9990457,0.000001569468,0.0003014612,0.0002518454,0.0002366864,0.0001627485],"domain_scores_gemma":[0.9997838,0.00001100384,0.00009972701,0.00002578827,0.00007428801,0.000005398795],"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":[0.0000400877,0.00003525291,0.003252592,0.002671751,0.00008400436,0.000001281005,0.0001809469,0.000003321376,0.0005705943,0.8685083,0.05768677,0.06696513],"study_design_scores_gemma":[0.0006566902,0.00003646853,0.03398627,0.001547722,0.0003127862,0.000003480834,0.0006618225,0.01620738,0.001297161,0.06855979,0.8761804,0.0005499985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440382,0.000611974,0.0008970073,0.00999202,0.0005302715,0.0008757204,0.000002430958,0.0004015391,0.1426508],"genre_scores_gemma":[0.9952806,0.0001580583,0.00008897207,0.002260178,0.0003356532,0.00002161296,0.00001659572,0.00002214383,0.001816219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8184937,"threshold_uncertainty_score":0.4535135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522368103866373,"score_gpt":0.2559305532261404,"score_spread":0.1036937428395032,"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."}}