{"id":"W4200553961","doi":"10.1109/essderc53440.2021.9631792","title":"ESSDERC 2021 Table of Contents","year":2021,"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 Toronto","funders":"","keywords":"Table (database); Computer science; Information retrieval; 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":[0.0008041196,0.0009364831,0.0009155401,0.004927319,0.00113097,0.004750718,0.001486625,0.001600801,0.8421847],"category_scores_gemma":[0.004900538,0.0003483039,0.000593902,0.003209398,0.0003914915,0.001490183,0.00201699,0.00110889,0.7716509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201357,"about_ca_system_score_gemma":0.002570749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408621,"about_ca_topic_score_gemma":0.005982822,"domain_scores_codex":[0.9993039,0.00007488223,0.00004968074,0.0001153956,0.0003696393,0.00008640191],"domain_scores_gemma":[0.99706,0.0003737318,0.0001543405,0.000376316,0.001472675,0.000562899],"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":[0.00002274227,0.00001494208,0.0001092728,0.0001699951,0.000004415324,0.00002443813,0.000006998531,0.0001218812,0.0001400471,0.003091952,0.9528889,0.04340433],"study_design_scores_gemma":[0.000005730769,0.000005976086,0.000256915,0.0001249061,0.000002942296,0.00002426726,0.000006770132,0.00004854903,0.00009493752,0.001274923,0.9981501,0.00000397959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004282962,0.002369575,0.001447175,0.002280946,0.009578499,0.0001738524,0.04515226,0.001490805,0.9370787],"genre_scores_gemma":[0.00230798,0.001962413,0.001085303,0.001119758,0.00211893,0.0001477469,0.02694758,0.001096415,0.9632138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1578153,"threshold_uncertainty_score":0.2251043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05949100955845001,"score_gpt":0.2004800767796769,"score_spread":0.1409890672212269,"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."}}