{"id":"W4416260920","doi":"10.5555/ydw21f24","title":"Affiliations Test 5","year":2025,"lang":"","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Council for the Arts","funders":"","keywords":"Test (biology); Set (abstract data type); Term (time); Key (lock)","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":[0.002742314,0.0009553964,0.001141071,0.001593059,0.001606825,0.003402878,0.002117511,0.002282658,0.4766205],"category_scores_gemma":[0.03713387,0.0002392343,0.0009608727,0.001448622,0.0007584883,0.003166862,0.00209438,0.003082558,0.08939558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064525,"about_ca_system_score_gemma":0.002472767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832099,"about_ca_topic_score_gemma":0.002502505,"domain_scores_codex":[0.9943016,0.001463487,0.0004480232,0.001370755,0.001631037,0.0007850677],"domain_scores_gemma":[0.9787758,0.0106744,0.002001387,0.002190633,0.00442824,0.00192955],"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":[0.005147292,0.001525435,0.1448747,0.001474354,0.0006728822,0.001252971,0.001372807,0.002112865,0.001430093,0.06735086,0.5965977,0.176188],"study_design_scores_gemma":[0.00130149,0.003316356,0.2799184,0.001231127,0.00061253,0.001549801,0.006671741,0.00806525,0.003132732,0.06011295,0.6338605,0.0002271653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1837638,0.001045926,0.01666954,0.009423986,0.004865916,0.001462489,0.1160364,0.002176409,0.6645556],"genre_scores_gemma":[0.7333286,0.0004203706,0.007433766,0.002752496,0.000888222,0.002736618,0.0536945,0.0008222611,0.1979232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5233796,"threshold_uncertainty_score":0.7465374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903163814061744,"score_gpt":0.2133766612117595,"score_spread":0.1843450230711421,"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."}}