{"id":"W2300941325","doi":"","title":"The Role of Consumers Within an Open Source Community","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Business; Computer science; Operating system; Software","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01057203,0.000299702,0.0004558431,0.002429684,0.0135904,0.0137324,0.001468441,0.006201095,0.02233941],"category_scores_gemma":[0.02494915,0.0004811356,0.000421562,0.001619565,0.01435795,0.01537148,0.0101466,0.00444389,0.001660127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003529073,"about_ca_system_score_gemma":0.006397531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008208059,"about_ca_topic_score_gemma":0.009579786,"domain_scores_codex":[0.9905018,0.005653809,0.0001270072,0.0006981658,0.001939694,0.001079526],"domain_scores_gemma":[0.9609258,0.02088197,0.00166752,0.002461721,0.005601898,0.008461139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003323375,0.0003655873,0.02821582,0.0001310101,0.00003219671,0.001034669,0.1127832,0.0002854103,0.002251254,0.7765453,0.02540395,0.0526192],"study_design_scores_gemma":[0.000136407,0.0001945171,0.01201678,0.0003772166,0.00007431865,0.000786028,0.1654142,0.00379532,0.001577624,0.4693875,0.3460888,0.0001513781],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4273598,0.0008849087,0.01608393,0.06882255,0.0003564764,0.0001856035,0.00010387,0.0002077707,0.4859951],"genre_scores_gemma":[0.9703973,0.0002801734,0.001494135,0.002513585,0.0001501783,0.00005737127,0.00004369245,0.0001240686,0.0249395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9985316,"threshold_uncertainty_score":0.07473272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883625997049507,"score_gpt":0.2830982818984518,"score_spread":0.2542620219279568,"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."}}