{"id":"W2517934291","doi":"","title":"Gene genie: The judicial revolution in biotech IP","year":2016,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellectual property; Patent law; Agricultural biotechnology; Law; Settlement (finance); Publishing; Biotechnology; Patentability; Project commissioning; Political science; Business; Engineering; Agriculture; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002099044,0.00009759194,0.0001428666,0.000407639,0.0001588267,0.000008377965,0.0004535862,0.0002005176,0.0003503094],"category_scores_gemma":[0.0001117422,0.00006364554,0.00005236434,0.0005130689,0.0002631095,0.0002084891,0.0003097303,0.0001583111,0.000549356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004451569,"about_ca_system_score_gemma":0.0000167712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380162,"about_ca_topic_score_gemma":0.0004559471,"domain_scores_codex":[0.9993464,0.0000103384,0.000120997,0.0002132987,0.0001057154,0.0002031873],"domain_scores_gemma":[0.9995121,0.00001850296,0.0001096575,0.0002643478,0.00009013319,0.000005289388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001247545,0.0004707068,0.4149935,0.0001581042,0.0002045171,0.0001944119,0.0003260021,0.0000257447,0.07021333,0.05538159,0.02148613,0.4352984],"study_design_scores_gemma":[0.004910909,0.0001022224,0.3986964,0.0005254219,0.000153584,0.00001863271,0.00118744,0.001125156,0.0257676,0.05299533,0.513626,0.0008913145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815926,0.00004274988,0.001501128,0.008219287,0.0001262031,0.0001855254,0.00000309759,0.0001146618,0.008214745],"genre_scores_gemma":[0.9987496,0.00009070583,0.0002044238,0.000106924,0.0000701971,3.514721e-7,0.000001835773,0.00000634867,0.0007696059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921399,"threshold_uncertainty_score":0.7061043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851989111996468,"score_gpt":0.1810485776948234,"score_spread":0.1425286865748588,"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."}}