{"id":"W1582380828","doi":"","title":"Assessing the Economic Impact of Copyright Reform","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Treaty; Copyright law; Humanities; Political science; Art; Intellectual property; Art history; Library science; Law; Computer science","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002280731,0.0004178722,0.0006802472,0.0007687353,0.0003016568,0.001187918,0.00144771,0.0003710772,0.002776046],"category_scores_gemma":[0.0002876407,0.0002684962,0.0005022555,0.0001935583,0.0005190948,0.001077057,0.002042314,0.00172244,0.0001697003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006420575,"about_ca_system_score_gemma":0.001752367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174554,"about_ca_topic_score_gemma":0.001263688,"domain_scores_codex":[0.9972256,0.00005868626,0.0009082748,0.0007665367,0.0002445055,0.0007963657],"domain_scores_gemma":[0.9978245,0.000244034,0.0005009703,0.001193381,0.0002022293,0.00003485565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001433021,0.0009993769,0.0207716,0.003928823,0.002319613,0.0001171389,0.001590813,0.1920402,0.001308144,0.01689569,0.01761238,0.7409832],"study_design_scores_gemma":[0.002531582,0.0001986019,0.04034625,0.001894518,0.000113195,0.000019098,0.002188533,0.7896716,0.0007394349,0.06945242,0.09057169,0.002273092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4562133,0.00009276602,0.000002579611,0.0002563537,0.0004774439,0.0005507414,0.000009804553,0.00003567235,0.5423614],"genre_scores_gemma":[0.9965818,0.0009959663,0.00004470892,0.0001043343,0.001193429,0.00007113611,0.00006157439,0.00008000428,0.0008670636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7387101,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05462474680911063,"score_gpt":0.3432423350310961,"score_spread":0.2886175882219855,"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."}}