{"id":"W3173295539","doi":"","title":"Bioinformatics Innovations and Patent Eligibility","year":2018,"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":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Intellectual property; Patent law; Bioinformatics; Business; Data science; Political science; Law; Computer science; Biology","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":[0.001099559,0.0001046985,0.0000972257,0.0001620857,0.000450779,0.0002137975,0.0001432003,0.00004555987,0.0001295045],"category_scores_gemma":[0.0001533893,0.00007710753,0.00003351518,0.0003414728,0.00008703682,0.0007771118,0.00007598029,0.0005869502,0.0004524356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055285,"about_ca_system_score_gemma":0.0001890491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001374429,"about_ca_topic_score_gemma":0.000340427,"domain_scores_codex":[0.9985473,0.000006608374,0.0002656251,0.00009881404,0.0001523905,0.0009293202],"domain_scores_gemma":[0.9994218,0.00001159072,0.0001360962,0.0001011493,0.0003198086,0.000009577579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002468679,0.0001928481,0.02653964,0.0001011869,0.0002412551,0.000002458885,0.0005671711,0.000007484849,0.0004536745,0.7622591,0.006255694,0.2031326],"study_design_scores_gemma":[0.001511978,0.0003475034,0.005530823,0.00007491722,0.00009771052,0.0002418048,0.002758054,0.01962104,0.0001934047,0.8691021,0.0999108,0.0006098837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591474,0.0002437019,0.01180603,0.001278596,0.0004573936,0.0001579564,7.816104e-7,0.00006300354,0.02684513],"genre_scores_gemma":[0.9966816,0.0002006805,0.0000882794,0.001372713,0.001030806,0.000001584005,0.00000467977,0.00001027462,0.0006093408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2025228,"threshold_uncertainty_score":0.5815295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08499768625174499,"score_gpt":0.2460264161759697,"score_spread":0.1610287299242247,"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."}}