{"id":"W4391307042","doi":"10.1109/icfec57925.2023.00002","title":"Half Title Page","year":2023,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Computer science; Information retrieval","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":[0.0007212761,0.001605591,0.002198195,0.004535468,0.002257223,0.009759026,0.001496401,0.003008781,0.9578024],"category_scores_gemma":[0.005317953,0.001011739,0.001165183,0.00358597,0.0006457588,0.003771658,0.002648306,0.002332371,0.9571276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130546,"about_ca_system_score_gemma":0.001945943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257855,"about_ca_topic_score_gemma":0.005516398,"domain_scores_codex":[0.9993024,0.00006256288,0.00003823379,0.0001233425,0.0003642389,0.000109144],"domain_scores_gemma":[0.9960064,0.0005470047,0.0001407638,0.0005661715,0.00162331,0.001116305],"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":[0.00003791682,0.00004567565,0.00008136494,0.00009523673,0.00000267207,0.0000187473,0.000008730287,0.00003800381,0.0002093549,0.0006968069,0.9615017,0.03726372],"study_design_scores_gemma":[0.00003422142,0.00003129857,0.0005885852,0.0001473538,0.000004600366,0.00002675753,0.00003936176,0.00007849641,0.0002275955,0.0009980251,0.9978125,0.00001109976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003994922,0.000639193,0.0006672019,0.001793577,0.01043213,0.0002782155,0.007836668,0.002602927,0.9753506],"genre_scores_gemma":[0.0005172128,0.0002613671,0.0001462838,0.0006623236,0.0008101329,0.00004888252,0.002277394,0.0007529028,0.9945235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04219759,"threshold_uncertainty_score":0.06018966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07507812927287105,"score_gpt":0.2096482484441136,"score_spread":0.1345701191712425,"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."}}