{"id":"W2221431576","doi":"10.2139/ssrn.903689","title":"An Empirical Study of Patent Disclosure","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Business; Empirical research; Accounting; Mathematics; Statistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004302328,0.0001947557,0.0002884862,0.002050398,0.001216869,0.00251812,0.000702947,0.001385945,0.007082378],"category_scores_gemma":[0.06656158,0.0001752118,0.000252428,0.00336533,0.001596885,0.003462726,0.001077538,0.001750301,0.0007115805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007509363,"about_ca_system_score_gemma":0.001061837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160483,"about_ca_topic_score_gemma":0.003090445,"domain_scores_codex":[0.9970652,0.00143057,0.000318615,0.0002219577,0.0006223253,0.0003412043],"domain_scores_gemma":[0.7925891,0.1621431,0.03563223,0.003270858,0.004163529,0.00220101],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004444682,0.001899048,0.9392507,0.0001939541,0.0000797571,0.001136117,0.006434661,0.0003863542,0.000551002,0.01785547,0.002020109,0.02974837],"study_design_scores_gemma":[0.000125046,0.0009066199,0.9418969,0.0002752734,0.0002353991,0.002913994,0.02294065,0.003636506,0.002088553,0.01094265,0.01400198,0.00003645325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905592,0.001060819,0.0002592107,0.001074835,0.00001308257,0.00001744543,0.0001546225,0.000003991648,0.006856829],"genre_scores_gemma":[0.998343,0.0004950254,0.00008111827,0.00009630818,0.00003343092,0.000005519556,0.0001147199,0.000001690313,0.0008291994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9956977,"threshold_uncertainty_score":0.02369291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07181593253301587,"score_gpt":0.2522930123191844,"score_spread":0.1804770797861686,"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."}}