{"id":"W163419576","doi":"","title":"Mapping Mashup Ecosystems","year":2009,"lang":"en","type":"article","venue":"˜The œopen 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007562105,0.0004058602,0.0002108181,0.004225297,0.0008871877,0.00211961,0.0005802957,0.0006281177,0.003476806],"category_scores_gemma":[0.003918528,0.0002497992,0.0005518555,0.003826281,0.0004096184,0.004062583,0.001435333,0.0004954304,0.0009853241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672603,"about_ca_system_score_gemma":0.0007510586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004023552,"about_ca_topic_score_gemma":0.006361002,"domain_scores_codex":[0.9990951,0.0001691898,0.0000424287,0.0002169853,0.0003713855,0.0001050205],"domain_scores_gemma":[0.9980717,0.0006888122,0.0002237523,0.0005160419,0.0003683451,0.0001313172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005732363,0.0002925004,0.08423221,0.001108546,0.0003381022,0.001962338,0.006407456,0.03000823,0.06727866,0.04321982,0.01415859,0.7504204],"study_design_scores_gemma":[0.00006344706,0.0002800438,0.08612645,0.0004833313,0.0003814172,0.003356834,0.01640406,0.4790123,0.0918591,0.1137186,0.2081492,0.000165386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4341572,0.001247314,0.5109664,0.0006331797,0.0001286085,0.0004984072,0.00531948,0.01104719,0.03600226],"genre_scores_gemma":[0.7800522,0.0006253264,0.2086498,0.00007232688,0.00003072752,0.0002537732,0.005030855,0.0005230825,0.004761878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004225297,"threshold_uncertainty_score":0.01163107,"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."}}