{"id":"W1557878485","doi":"","title":"SAFIR: A Simple API for Financial Information Requests","year":2003,"lang":"en","type":"preprint","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"XML; Humanities; Computer science; Representation (politics); Welfare economics; Political science; Economics; Philosophy; World Wide Web; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005363279,0.0003970282,0.0006732453,0.0001841375,0.0005512754,0.0003332776,0.002361539,0.0003648528,0.000005313937],"category_scores_gemma":[0.0001525811,0.0004549063,0.0001602759,0.0001521603,0.0001467219,0.001514112,0.00250915,0.0003038161,0.000007718229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474651,"about_ca_system_score_gemma":0.0004801129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005339392,"about_ca_topic_score_gemma":0.0008867249,"domain_scores_codex":[0.9973699,0.0001838049,0.0006656669,0.0009381719,0.0004294597,0.0004129782],"domain_scores_gemma":[0.9959065,0.0002021444,0.0011551,0.002163849,0.0003552456,0.0002171744],"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":[0.0004526755,0.0004967386,0.003823651,0.002597085,0.000989133,0.0004041082,0.00121042,0.00214974,0.00008795383,0.02656959,0.9060222,0.05519671],"study_design_scores_gemma":[0.002236865,0.0001930817,0.003044255,0.0004129527,0.0002359009,0.0001064386,0.00008115107,0.01448645,0.00004561442,0.003471998,0.9748797,0.0008055345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06468915,0.003583343,0.8939868,0.001340326,0.006279311,0.004121401,0.008259397,0.0006815172,0.01705878],"genre_scores_gemma":[0.9729353,0.00118823,0.01643178,0.0002015682,0.0003580809,0.00001038621,0.006336828,0.00002958888,0.00250827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9082461,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485887659509647,"score_gpt":0.2309139267218125,"score_spread":0.2160550501267161,"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."}}