{"id":"W2957886839","doi":"","title":"An Immodest Demand","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","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":[],"consensus_categories":[],"category_scores_codex":[0.0007727477,0.000224944,0.000332636,0.0005917005,0.00118999,0.003957863,0.0006792238,0.002143023,0.041495],"category_scores_gemma":[0.002984488,0.000268035,0.0003525004,0.0006908986,0.001560284,0.005067958,0.001858724,0.002680877,0.005618806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555219,"about_ca_system_score_gemma":0.001088502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988908,"about_ca_topic_score_gemma":0.002338256,"domain_scores_codex":[0.9994103,0.0000931057,0.00001983598,0.0001470104,0.0002031127,0.0001267534],"domain_scores_gemma":[0.9988789,0.0003087409,0.00009383632,0.0002185071,0.0002711409,0.0002289172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005142712,0.0000370528,0.001815503,0.00003647195,0.000006804373,0.0004280792,0.0004894383,0.0007165536,0.001533228,0.956368,0.02318313,0.01533428],"study_design_scores_gemma":[0.0000210434,0.0000479912,0.00366043,0.00006133603,0.000008018054,0.0007736247,0.001579629,0.006192786,0.0007708755,0.7830141,0.2038344,0.00003582704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.155806,0.001019707,0.0233632,0.08405104,0.001148315,0.00002783933,0.001369028,0.0002033409,0.7330116],"genre_scores_gemma":[0.8334202,0.0009720006,0.002414403,0.004236682,0.0006695393,0.00003149002,0.0003834705,0.00009609837,0.1577762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.041495,"threshold_uncertainty_score":0.1388146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067942122020094,"score_gpt":0.3080189662799451,"score_spread":0.2012247540779358,"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."}}