{"id":"W163419576","doi":"","title":"Mapping Mashup Ecosystems","year":2009,"lang":"en","type":"article","venue":"The open source business resource","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mashup; Computer science; Ecosystem; World Wide Web; Ecology; Biology; Web service; Web 2.0","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001429188,0.0003705236,0.0004321535,0.0003288214,0.001294021,0.0009309531,0.002282498,0.0002540971,0.0001819258],"category_scores_gemma":[0.000107648,0.0002855212,0.00008155048,0.00293492,0.0002177846,0.0006974495,0.001152586,0.0003452738,0.000616641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009122834,"about_ca_system_score_gemma":0.00004517851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003056356,"about_ca_topic_score_gemma":0.00005915128,"domain_scores_codex":[0.9978437,0.00004549539,0.0005449209,0.0005435945,0.0003971825,0.0006250375],"domain_scores_gemma":[0.9984167,0.00005478512,0.0004565231,0.0007055208,0.0003518701,0.00001462302],"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":[0.0003340364,0.0007020898,0.02005658,0.0004059555,0.0003313642,0.0001040167,0.003789564,0.000656442,0.001167549,0.3139813,0.2118818,0.4465893],"study_design_scores_gemma":[0.0005361336,0.000005071031,0.02758051,0.00008917067,0.00001832101,0.00001139204,0.002463476,0.0009948242,0.00002117105,0.006253552,0.9615834,0.0004429542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2667829,0.0003197504,0.03024734,0.02409985,0.0008668138,0.002598336,0.000003267428,0.001365073,0.6737167],"genre_scores_gemma":[0.9761861,0.000003522842,0.0003543384,0.01368792,0.001325992,0.00008841291,0.00005133477,0.00005642427,0.008245991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7497016,"threshold_uncertainty_score":0.9999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675936805741539,"score_gpt":0.2321892732314889,"score_spread":0.2054299051740735,"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."}}