{"id":"W31849816","doi":"10.3389/fneur.2019.01249","title":"Design Piracy: A Constructive Controversy","year":2009,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructive; Political science; Epistemology; Computer science; Philosophy","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":[0.0001620379,0.0001514968,0.0002602923,0.0003090537,0.00007384027,0.00007154608,0.0002255903,0.000100789,0.0004754853],"category_scores_gemma":[0.0002207794,0.0001282239,0.0000477383,0.0003045511,0.0001178534,0.0005506842,0.00004474931,0.0002536639,0.0001349779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001577131,"about_ca_system_score_gemma":0.00001859046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005526324,"about_ca_topic_score_gemma":0.000006707558,"domain_scores_codex":[0.9990324,0.00003354602,0.0002031544,0.0003067434,0.00009385044,0.0003302577],"domain_scores_gemma":[0.9996343,0.00004909794,0.00008489469,0.0001613238,0.00006065112,0.000009740434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001914707,0.0001167132,0.007747385,0.00001011825,0.00002286698,0.0001794599,0.0001075887,0.00009211247,0.0003889932,0.004195524,0.9352688,0.0499557],"study_design_scores_gemma":[0.004757969,0.0006212103,0.01971073,0.00001745227,0.00006605806,0.00004706108,0.0001238203,0.2931947,0.0002754011,0.1817577,0.4986656,0.0007623145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1718152,0.001236345,0.2315123,0.02601843,0.01154112,0.00221626,0.000002602145,0.0006586495,0.5549991],"genre_scores_gemma":[0.9733298,0.00001106498,0.001087257,0.02494366,0.0004150166,0.000007930731,0.000002685122,0.00001225758,0.0001902759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8015146,"threshold_uncertainty_score":0.5228819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151000330690916,"score_gpt":0.1968348540423315,"score_spread":0.1817348209732399,"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."}}