{"id":"W2330991052","doi":"","title":"BSD Advocacy and Breaking Through Market Barriers","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005655327,0.0003076882,0.000304071,0.00008372624,0.0006950629,0.00280002,0.003339778,0.00007631823,0.00006270239],"category_scores_gemma":[0.00005499728,0.000212693,0.00006701989,0.0009919697,0.0001817953,0.001765775,0.001706175,0.0001533997,0.00003806605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003271065,"about_ca_system_score_gemma":0.00007289861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002158668,"about_ca_topic_score_gemma":0.0000293897,"domain_scores_codex":[0.9978969,0.0001282207,0.0003074812,0.0006797286,0.0004577887,0.0005298533],"domain_scores_gemma":[0.9983233,0.0001368325,0.0001761617,0.001112148,0.00009509385,0.0001564996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002356695,0.0002491865,0.0009633869,0.00008172409,0.0001177143,0.0001603762,0.01455822,0.0004921492,0.00006923951,0.1136379,0.1275712,0.7418633],"study_design_scores_gemma":[0.0005379546,0.00003767474,0.01224102,0.00005653457,0.00001692241,0.0000368147,0.0002611555,0.006728671,0.00001285714,0.0132378,0.9664643,0.0003682974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03991421,0.0005487666,0.2008444,0.01260116,0.0002251429,0.001140098,0.000002981385,0.0005692776,0.744154],"genre_scores_gemma":[0.9734025,0.00002647906,0.001549979,0.006678968,0.0001406343,0.00001454981,0.000004848618,0.00002591002,0.01815611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9334883,"threshold_uncertainty_score":0.9982352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280070490701891,"score_gpt":0.2379745059012084,"score_spread":0.2251738009941895,"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."}}