{"id":"W1490367433","doi":"","title":"Profiting from Peer Production","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Marketing buzz; Lawsuit; Class action; Plaintiff; League; BATES; Liberian dollar; Certification; Business; Advertising; Law; Political science; Engineering; Finance","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008036443,0.0001446017,0.0001373259,0.0001408312,0.0006151446,0.0001474909,0.0002174927,0.00004971567,0.001084967],"category_scores_gemma":[0.0004070752,0.0001060154,0.00009151317,0.0002624922,0.00004448254,0.001372654,0.00005688622,0.001133048,0.0008584563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542004,"about_ca_system_score_gemma":0.0003325107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006741108,"about_ca_topic_score_gemma":0.0004370779,"domain_scores_codex":[0.9979208,0.0000109758,0.0002376704,0.0002253926,0.0003693815,0.00123576],"domain_scores_gemma":[0.9993308,0.00001280357,0.0001576263,0.0001295514,0.0003582963,0.00001093121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001089814,0.0007557587,0.06057877,0.00007804982,0.0009305306,0.00008933595,0.001898013,0.00006787095,0.02261431,0.1011474,0.5766806,0.2340695],"study_design_scores_gemma":[0.00158817,0.0001484376,0.006092822,0.0001003357,0.00015952,0.0009090361,0.003688351,0.007448074,0.002312966,0.5237222,0.4527232,0.001106933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389898,0.0008600474,0.001192942,0.004363044,0.0009291004,0.0001562273,2.875705e-7,0.000129194,0.05337934],"genre_scores_gemma":[0.9771836,0.0003143931,0.00003731369,0.0003916205,0.006861109,0.000004045657,0.00001006208,0.00002652268,0.01517135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4225748,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334385087367533,"score_gpt":0.2071021393685314,"score_spread":0.1837582884948561,"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."}}