{"id":"W4223573704","doi":"10.1109/mias.2022.3156498","title":"Table of Contents","year":2022,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Table (database); Computer science; Process engineering; Engineering; Manufacturing engineering; Engineering drawing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006063458,0.001051633,0.0009374454,0.005261824,0.001543129,0.004184371,0.001324804,0.0009315547,0.8604854],"category_scores_gemma":[0.006720494,0.0003077037,0.0005344872,0.003612071,0.0003206252,0.001870516,0.001547736,0.001115862,0.8348066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552721,"about_ca_system_score_gemma":0.002954836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004710986,"about_ca_topic_score_gemma":0.007179016,"domain_scores_codex":[0.9994059,0.00006564108,0.0000287294,0.00009671876,0.0003501834,0.00005297189],"domain_scores_gemma":[0.9964756,0.0006194811,0.0001372372,0.0002986923,0.001943677,0.0005253418],"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":[0.00001162113,0.00002463741,0.0001024028,0.0001198205,0.000002490543,0.00001328284,0.000007547202,0.00007533643,0.0001080867,0.0008138469,0.9550651,0.04365591],"study_design_scores_gemma":[0.000005342579,0.00001257262,0.0003270553,0.0001667567,0.000003626215,0.00002671684,0.00002181356,0.00005555585,0.00009809245,0.0008993116,0.998378,0.000005107594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004465065,0.003268552,0.002484054,0.003111883,0.009091055,0.0005826073,0.0454252,0.002224822,0.9333652],"genre_scores_gemma":[0.001605385,0.002987688,0.001431875,0.002258238,0.002419225,0.0003713425,0.03095398,0.000929207,0.9570431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1395146,"threshold_uncertainty_score":0.1990007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577639624094109,"score_gpt":0.2322077511366974,"score_spread":0.1744437887272865,"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."}}