{"id":"W4200161352","doi":"10.1109/iccd53106.2021.00009","title":"Special Session PC","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 British Columbia","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","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":[0.0007496829,0.001383108,0.001117107,0.001813327,0.001678767,0.005083906,0.001251409,0.002493975,0.8370662],"category_scores_gemma":[0.001865015,0.0004745633,0.0007292003,0.001279258,0.0003192502,0.002131673,0.002688889,0.002066,0.7700171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038828,"about_ca_system_score_gemma":0.001474733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923197,"about_ca_topic_score_gemma":0.005826519,"domain_scores_codex":[0.9994561,0.0000624322,0.00001975788,0.0001351325,0.0002214835,0.0001050607],"domain_scores_gemma":[0.9985316,0.000137921,0.00004733356,0.0001454654,0.00050375,0.0006339245],"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":[0.00005750516,0.00003368364,0.00006890307,0.00005529299,0.000002704375,0.00002377249,0.000008541047,0.00003353584,0.0002273542,0.0006300552,0.9617647,0.03709406],"study_design_scores_gemma":[0.00001451429,0.00002161984,0.0003562956,0.00003423231,0.000002549745,0.00002836654,0.00001838918,0.00006520954,0.0001247615,0.0007190718,0.998611,0.000004110822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008245063,0.002499324,0.001622463,0.005193445,0.03044859,0.0002872503,0.003789796,0.002203418,0.9531311],"genre_scores_gemma":[0.0008112207,0.0004328896,0.0001831965,0.0005976879,0.002384662,0.00004326281,0.0009109634,0.000274608,0.9943614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1629338,"threshold_uncertainty_score":0.2324052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05112485050029967,"score_gpt":0.2057252306767276,"score_spread":0.1546003801764279,"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."}}