{"id":"W4242899806","doi":"10.1109/edocw49879.2020.00008","title":"FoPAS Workshop Organizers","year":2020,"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":"Memorial University of Newfoundland","funders":"","keywords":"Computer science","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":[0.005866473,0.002069165,0.001036079,0.002378196,0.002785788,0.006265148,0.002243537,0.004432984,0.3477238],"category_scores_gemma":[0.006653329,0.000573782,0.001463616,0.0008617875,0.0006009988,0.002788482,0.008430495,0.004025884,0.2334538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064709,"about_ca_system_score_gemma":0.005005933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002282736,"about_ca_topic_score_gemma":0.006360333,"domain_scores_codex":[0.9975045,0.0004335354,0.0001023493,0.0005308366,0.000732042,0.0006966958],"domain_scores_gemma":[0.9908914,0.0003280162,0.0002608389,0.0002858881,0.002992993,0.005240932],"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":[0.0002034244,0.00004703286,0.000164714,0.0002050027,0.000009932032,0.0001510245,0.00009056142,0.0001355049,0.000934027,0.001175899,0.9716139,0.02526897],"study_design_scores_gemma":[0.00003221302,0.00004517443,0.0003708496,0.0001387084,0.000007659623,0.00005534439,0.0002232141,0.0001110405,0.000242606,0.0008968422,0.9978651,0.00001122066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.008475929,0.01860016,0.01371626,0.1486512,0.4026964,0.003553691,0.0182559,0.0037816,0.3822688],"genre_scores_gemma":[0.02055427,0.004969095,0.00610022,0.01466687,0.03928782,0.002162925,0.01027318,0.001456979,0.9005287],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6522763,"threshold_uncertainty_score":0.9303929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08200322231654196,"score_gpt":0.1952347370250758,"score_spread":0.1132315147085339,"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."}}