{"id":"W2219976693","doi":"","title":"Legal Strategies to Profit from Peer Production","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business; Negotiation; Exploit; Intellectual property; Public relations; Profit (economics); Commons; Permission; Production (economics); Law and economics; Marketing; Economics; Political science; Law; Computer security","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":[0.000668823,0.000156966,0.0001464113,0.000162168,0.0004091685,0.0003157051,0.0002985777,0.00005927347,0.0001044547],"category_scores_gemma":[0.0001263752,0.0001374975,0.00008710501,0.0002669212,0.00003584209,0.002312355,0.00008816716,0.001010951,0.000535351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403497,"about_ca_system_score_gemma":0.0005759081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004455056,"about_ca_topic_score_gemma":0.0008440663,"domain_scores_codex":[0.9978492,0.000009979734,0.0002095357,0.0002345912,0.0004154542,0.001281227],"domain_scores_gemma":[0.9994727,0.000006157111,0.0001276799,0.0001522985,0.0002214791,0.00001969922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002676799,0.0001405027,0.01188692,0.00002087356,0.0002360717,0.00005811418,0.0003784543,0.0002466891,0.006471519,0.9493743,0.02241209,0.008506745],"study_design_scores_gemma":[0.001226162,0.000181135,0.02208025,0.00007155813,0.0001316289,0.0006858773,0.007907999,0.0001126593,0.0007138624,0.6488297,0.3171747,0.0008844463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812531,0.0005273736,0.002611875,0.009208092,0.001005342,0.0001627095,8.714744e-7,0.00009173736,0.005138926],"genre_scores_gemma":[0.9896384,0.0001818517,0.000060257,0.0005173417,0.006262405,0.000006289389,0.00001679824,0.00002246858,0.003294197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3005446,"threshold_uncertainty_score":0.6881033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148662457354651,"score_gpt":0.2255232062185817,"score_spread":0.2106569604831166,"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."}}