{"id":"W2900507528","doi":"10.5465/ambpp.2012.14025symposium","title":"Managing Innovation in the Market for Ideas: Open Access, Patent Enforcement and Creativity.","year":2012,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Enforcement; Creativity; Statute; Incentive; Intellectual property; Relocation; Business; Fair use; Political science; Law; Economics; Computer science","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":[0.00288661,0.0001924841,0.0002078601,0.0004872706,0.0001893931,0.0007018067,0.001061467,0.00006508764,0.0001731742],"category_scores_gemma":[0.0001016333,0.0001388791,0.00003290467,0.0009696612,0.00005178903,0.00545234,0.00131492,0.0001500489,0.00001224992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002776769,"about_ca_system_score_gemma":0.000002404295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521133,"about_ca_topic_score_gemma":0.000001556201,"domain_scores_codex":[0.9985384,0.000006969739,0.0004842346,0.0002674432,0.0002984856,0.000404452],"domain_scores_gemma":[0.9994434,0.0000475689,0.0003588945,0.00006348376,0.00007742258,0.000009294219],"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":[0.0004229729,0.0002256797,0.04468379,0.002340049,0.00010971,4.3022e-7,0.0007354735,0.000005537609,0.00009308953,0.7944337,0.1101534,0.04679621],"study_design_scores_gemma":[0.002476803,0.00004860013,0.09381387,0.0005751407,0.0002404359,0.000002169337,0.003748126,0.00437983,0.0004974607,0.1032034,0.7904275,0.0005867022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3264372,0.0002811809,0.0009843927,0.01081252,0.0002444793,0.00571782,0.000003051425,0.00006961588,0.6554497],"genre_scores_gemma":[0.9895519,0.0001507206,0.0002914015,0.007682017,0.0002552653,0.0003798325,0.00001067842,0.00002056224,0.001657601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6912303,"threshold_uncertainty_score":0.6767538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2452459455808073,"score_gpt":0.3264902426169307,"score_spread":0.0812442970361234,"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."}}