{"id":"W4385324793","doi":"10.1109/serp4iot59158.2023.00004","title":"Table of Contents","year":2023,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Table (database); Computer science; Database","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002161582,0.00003802061,0.0001661487,0.0001152127,0.00003284269,0.00001133209,0.00009553434,0.00001704043,0.009745582],"category_scores_gemma":[0.000037443,0.00004072975,0.00004147488,0.0002251774,0.00004194539,0.00007884744,0.00006285769,0.00001545618,0.04941618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007232874,"about_ca_system_score_gemma":0.000002067712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00014205,"about_ca_topic_score_gemma":0.000003363948,"domain_scores_codex":[0.9994823,9.512792e-7,0.0002253457,0.0001502309,0.00000971074,0.0001314142],"domain_scores_gemma":[0.9997484,0.00001388406,0.0000812541,0.0001234985,0.00001135497,0.00002159687],"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":[0.000001938815,0.00001320938,0.02831872,0.000006982728,0.00003238739,5.277339e-7,0.000164308,0.00002499604,0.00001734913,0.3528844,0.6184359,0.0000993221],"study_design_scores_gemma":[0.0004495495,0.00001735927,0.01986022,0.000004275951,0.000001911322,2.562853e-7,0.001037892,0.001599825,0.000315843,0.01517552,0.961403,0.000134413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04582222,0.0001364462,0.00007034019,0.0001281298,0.001155199,0.00004660257,0.0001865425,0.00004566763,0.9524089],"genre_scores_gemma":[0.482097,0.00007205872,0.0000617457,0.00004704857,0.00001155239,0.000003046684,0.000003450438,0.000003203861,0.5177009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4362748,"threshold_uncertainty_score":0.9911596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09602761172065037,"score_gpt":0.21345603282459,"score_spread":0.1174284211039396,"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."}}