{"id":"W123559861","doi":"","title":"TIM Lecture Series: The State of Open Source Software and Corporate Software","year":2008,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Software; Computer science; Series (stratigraphy); Open source software; State (computer science); Open source; Software engineering; Programming language; Geology","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":[0.003592526,0.001216237,0.001130928,0.003240017,0.001799964,0.007906023,0.0014261,0.002915212,0.08297446],"category_scores_gemma":[0.007642746,0.0004229306,0.0005811368,0.004331043,0.002213286,0.008676514,0.002178717,0.006602752,0.03387701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004417374,"about_ca_system_score_gemma":0.00375736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443591,"about_ca_topic_score_gemma":0.004193059,"domain_scores_codex":[0.9983891,0.0002356483,0.0000949935,0.0002674713,0.000776523,0.0002363293],"domain_scores_gemma":[0.9938839,0.001864082,0.0003126131,0.0003486138,0.001616785,0.00197396],"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":[0.00005847795,0.00007152988,0.0002158487,0.0002810209,0.000007209457,0.00005274283,0.000209718,0.0003511939,0.0006010478,0.06154221,0.7836373,0.1529717],"study_design_scores_gemma":[0.000006430836,0.00003963966,0.0004072202,0.0002935529,0.000008716069,0.0001209295,0.0001738414,0.0008229347,0.0004983646,0.02857004,0.9690418,0.00001661277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00346834,0.2127351,0.0370675,0.1597747,0.1516409,0.00009069013,0.0009703356,0.0007091115,0.4335434],"genre_scores_gemma":[0.03046635,0.121853,0.006640144,0.006856762,0.1090508,0.00009697631,0.0007955888,0.000842724,0.7233978],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08297446,"threshold_uncertainty_score":0.2775772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103470867635232,"score_gpt":0.2387277091452752,"score_spread":0.2076930004689229,"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."}}