{"id":"W2599259655","doi":"","title":"Lessons from Bilski","year":2011,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000303475,0.0001075288,0.0001501549,0.0000345525,0.0006473241,0.00004729995,0.0003959267,0.0001533186,0.009573549],"category_scores_gemma":[0.00009007438,0.00010074,0.00009937861,0.0001600812,0.0004004323,0.0002659838,0.00004184958,0.0002000038,0.003433098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116908,"about_ca_system_score_gemma":0.0001762504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06507815,"about_ca_topic_score_gemma":0.0353312,"domain_scores_codex":[0.9988118,0.0001448643,0.0001533465,0.0002669588,0.0002805646,0.0003424499],"domain_scores_gemma":[0.9992266,0.00006023062,0.00006283491,0.000305899,0.00003490508,0.0003095367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001915331,0.00009740554,0.009226802,0.000003360326,0.00002979375,0.00002946871,0.01506636,1.171598e-7,0.0001807369,0.9304742,0.04140973,0.003462835],"study_design_scores_gemma":[0.0002110273,0.00001708018,0.02174339,0.00001821094,0.00001933265,2.551531e-7,0.001696268,6.99231e-7,0.0002365653,0.02174418,0.9541065,0.0002065696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05207442,0.0009153407,0.00003318981,0.001022956,0.001454146,0.0001279312,0.00001620678,0.0002241082,0.9441317],"genre_scores_gemma":[0.9830983,0.0001054178,0.001309484,0.0009910181,0.0008699989,0.00001676107,0.00000572138,0.00001839159,0.01358489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9310239,"threshold_uncertainty_score":0.9973428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04693601356138594,"score_gpt":0.2889374111275542,"score_spread":0.2420013975661682,"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."}}