{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043181,0.0001516152,0.0002873451,0.001518919,0.0006487212,0.003521114,0.0004663726,0.001067207,0.004613788],"category_scores_gemma":[0.07109571,0.0001383754,0.0003000368,0.002122682,0.00123878,0.003277028,0.001351378,0.001303873,0.0004646688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274775,"about_ca_system_score_gemma":0.0009341337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637355,"about_ca_topic_score_gemma":0.0008939285,"domain_scores_codex":[0.9956809,0.001597343,0.0005022386,0.000480821,0.001201017,0.0005376504],"domain_scores_gemma":[0.7677186,0.1194147,0.10158,0.004199002,0.004832391,0.00225527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000432314,0.0006814291,0.8805689,0.000192115,0.0001363496,0.0007005321,0.00404844,0.005521837,0.001868167,0.02842733,0.001312813,0.07610975],"study_design_scores_gemma":[0.00004696537,0.0004492227,0.9425151,0.0001190368,0.0001323725,0.000737183,0.003051954,0.01051042,0.00565036,0.02771496,0.008994595,0.00007783616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807168,0.00123523,0.001805342,0.001636861,0.00002111266,0.00002467696,0.0001992638,0.00002465675,0.01433608],"genre_scores_gemma":[0.998825,0.000205802,0.0001287375,0.00004824638,0.00003233044,0.000004211229,0.00004582601,0.000002111693,0.0007075933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004613788,"threshold_uncertainty_score":0.02283657,"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."}}