{"id":"W2242347922","doi":"","title":"Social Media and Open Source: Worlds Apart?","year":2009,"lang":"en","type":"article","venue":"The open source business resource","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Social media; Computer science; World Wide Web; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.005866709,0.0005997307,0.0008371526,0.002657042,0.005094472,0.02876977,0.001299211,0.00871847,0.02826609],"category_scores_gemma":[0.01062755,0.0006238956,0.0005210782,0.004494472,0.02333444,0.06962836,0.01009766,0.007776584,0.003638679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024784,"about_ca_system_score_gemma":0.003422745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005395056,"about_ca_topic_score_gemma":0.008050746,"domain_scores_codex":[0.9955323,0.002035937,0.0001436103,0.0005021708,0.0009344068,0.0008515806],"domain_scores_gemma":[0.9882241,0.006490419,0.0009537828,0.001018543,0.001055512,0.002257592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007120251,0.00006321502,0.001745254,0.000148717,0.00003851872,0.0001120515,0.01019395,0.00006822182,0.0002104374,0.8537494,0.07133771,0.0622613],"study_design_scores_gemma":[0.0000278719,0.00003575262,0.003523445,0.000967991,0.00004699144,0.000234191,0.03180374,0.0002851878,0.000157393,0.5390403,0.4237926,0.00008458743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02252819,0.08172248,0.01011696,0.5290053,0.005258183,0.00002216773,0.0003091196,0.0003174905,0.3507202],"genre_scores_gemma":[0.8258836,0.06677265,0.005024566,0.05128118,0.01246277,0.0001332764,0.0002562053,0.0005175001,0.03766832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02876977,"threshold_uncertainty_score":0.09455943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834210352529789,"score_gpt":0.2574044738603263,"score_spread":0.2290623703350284,"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."}}