{"id":"W4235096065","doi":"10.1109/icct.2015.7399979","title":"[Front matter]","year":2015,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006733208,0.0010891,0.001071851,0.001371082,0.002269097,0.007870587,0.001261171,0.003166721,0.9297959],"category_scores_gemma":[0.004835094,0.0005578041,0.0008312616,0.001297828,0.0005632605,0.002321371,0.001317062,0.002301535,0.9312807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009071853,"about_ca_system_score_gemma":0.001884494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157531,"about_ca_topic_score_gemma":0.004116729,"domain_scores_codex":[0.9992384,0.00004113034,0.00005048636,0.0001444988,0.0004062754,0.0001192083],"domain_scores_gemma":[0.99669,0.0002680599,0.0001414543,0.0003238215,0.001774463,0.000802103],"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":[0.00001730352,0.00001838638,0.00005289149,0.00008331878,0.000002864666,0.00003700858,0.000005889866,0.00001164503,0.0002570044,0.0006351396,0.9645463,0.03433219],"study_design_scores_gemma":[0.000008965409,0.00001106722,0.0002389915,0.00004523727,0.000001573374,0.00005040189,0.00001327948,0.00001845015,0.0001284402,0.0003693937,0.9991091,0.000005045314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003252615,0.00094811,0.0005703354,0.004289319,0.01170076,0.0001675857,0.003805448,0.002444756,0.9757485],"genre_scores_gemma":[0.001247165,0.0006737432,0.0002944793,0.002569762,0.001877237,0.00004697105,0.002098008,0.0006713021,0.9905213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07020414,"threshold_uncertainty_score":0.1001376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08240804342291164,"score_gpt":0.2037460592429304,"score_spread":0.1213380158200187,"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."}}