{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009031958,0.0001452159,0.0001845854,0.000164975,0.0002271001,0.0001190923,0.0003031438,0.00005151322,0.0001323825],"category_scores_gemma":[0.00002343516,0.000101662,0.0000814344,0.000275595,0.00002549932,0.0005790294,0.00004383019,0.0007862109,0.00008729118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010588,"about_ca_system_score_gemma":0.000147356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565633,"about_ca_topic_score_gemma":0.003786033,"domain_scores_codex":[0.9980309,0.00003616079,0.0003477146,0.0001715116,0.0003290732,0.001084668],"domain_scores_gemma":[0.9994706,0.00001115238,0.0001946172,0.0001515311,0.0001618598,0.00001024913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007446339,0.006778373,0.935333,0.00005146784,0.0003162252,0.00003458744,0.0005298537,0.001266712,0.001205846,0.03474574,0.002778331,0.01621523],"study_design_scores_gemma":[0.01088768,0.005518944,0.3266851,0.0001243796,0.0007597937,0.0003040415,0.03375604,0.01047994,0.0003308211,0.5887878,0.02052655,0.001838876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951126,0.0001938532,0.0005876566,0.0001851402,0.0001795115,0.0001591745,3.484251e-7,0.00003014082,0.003551594],"genre_scores_gemma":[0.9979688,0.00002435613,0.000004666067,0.0001512345,0.001205517,0.000003060375,0.000007021382,0.00002200618,0.0006133515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6086479,"threshold_uncertainty_score":0.4145656,"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."}}