{"id":"W122521466","doi":"","title":"Open Source, Social Innovation and a New Economy of Engagement","year":2008,"lang":"en","type":"article","venue":"The open source business resource","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Business; Economic system; Economics; Computer science; Operating system","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":[0.006432691,0.0004652315,0.0006130186,0.002885539,0.005377175,0.01705443,0.001270541,0.005860528,0.01721644],"category_scores_gemma":[0.01171285,0.0003840331,0.0005735193,0.002541867,0.03590058,0.02454931,0.01043709,0.004087245,0.001773227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369863,"about_ca_system_score_gemma":0.003839324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593502,"about_ca_topic_score_gemma":0.001627271,"domain_scores_codex":[0.9939162,0.003279537,0.0001638022,0.0006115464,0.00134954,0.0006794817],"domain_scores_gemma":[0.9874965,0.007640983,0.0008371582,0.001836111,0.0008660894,0.001323099],"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":[0.00000612938,0.000008921581,0.0001152131,0.00001361265,0.000002584347,0.00002244875,0.001078824,0.00007477924,0.00004901351,0.9946488,0.001073964,0.002905715],"study_design_scores_gemma":[0.00001120509,0.000008439307,0.0001778509,0.00003652809,0.000002407683,0.00004426897,0.001109472,0.000323983,0.00006311307,0.9699796,0.02823607,0.000006999955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04395249,0.004563157,0.06748068,0.08450713,0.0007937483,0.00007120955,0.0001283265,0.0002086693,0.7982946],"genre_scores_gemma":[0.9561379,0.00177632,0.007053914,0.002485794,0.000875924,0.0002033419,0.0000614544,0.0001047967,0.03130056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01721644,"threshold_uncertainty_score":0.05759472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06899670200024118,"score_gpt":0.289678078542648,"score_spread":0.2206813765424069,"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."}}