{"id":"W1578900108","doi":"10.7202/1006392ar","title":"Kelty Christopher M., 2008, Two Bits. The Cultural Significance of Free Software. Durham, Duke University Press, 378 p., bibliogr., index","year":2011,"lang":"en","type":"article","venue":"Anthropologie et Sociétés","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Index (typography); Anthropology; Theology; Media studies; Humanities; Sociology; Art; Philosophy; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.0005772969,0.0002881539,0.000352741,0.0002720476,0.0005834534,0.0001010461,0.003560297,0.0001855953,0.001065223],"category_scores_gemma":[0.0004537572,0.0002192571,0.0001862678,0.002986224,0.002018612,0.001219751,0.00143271,0.0004904762,0.00003584174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008546426,"about_ca_system_score_gemma":0.0002405059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006562391,"about_ca_topic_score_gemma":0.00009799613,"domain_scores_codex":[0.9977155,0.0003270612,0.0004024631,0.0005790963,0.0004658311,0.0005100017],"domain_scores_gemma":[0.9969721,0.0004481013,0.000330039,0.001651552,0.0005136442,0.00008455614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009863855,0.001012209,0.06295048,0.00007839678,0.0004053241,0.0001619796,0.007905414,0.0001600437,0.00132494,0.136758,0.7700744,0.01907025],"study_design_scores_gemma":[0.009315536,0.001464675,0.4115043,0.0002419271,0.000332238,0.000146602,0.03271589,0.002368233,0.06375793,0.04946555,0.4242448,0.004442359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09236246,0.00152185,0.8001895,0.03040898,0.01074411,0.002345164,0.000354201,0.002790803,0.05928291],"genre_scores_gemma":[0.9588266,0.0009622826,0.03781203,0.0006546399,0.00007751798,0.00001608926,0.000009325218,0.00002736,0.00161416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8664641,"threshold_uncertainty_score":0.9998479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529348975835719,"score_gpt":0.4342999686521423,"score_spread":0.2813650710685704,"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."}}