{"id":"W4416076675","doi":"10.5555/7zhfc895","title":"Affiliations Test 3","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":"Simon Fraser University","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":[0.002578389,0.000892898,0.001058969,0.00153198,0.001692691,0.003493778,0.002042821,0.002290681,0.5153437],"category_scores_gemma":[0.03274998,0.0002210171,0.0008506779,0.001450361,0.0006955346,0.002813051,0.002145007,0.002855939,0.1296686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011419,"about_ca_system_score_gemma":0.002606592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315825,"about_ca_topic_score_gemma":0.002990074,"domain_scores_codex":[0.9952008,0.001133984,0.0003739373,0.00107211,0.001490086,0.0007291518],"domain_scores_gemma":[0.9826521,0.006772133,0.001946949,0.002011858,0.004576492,0.002040454],"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":[0.003895322,0.001198866,0.1318326,0.0009867362,0.0003617705,0.0008689797,0.0009818985,0.001368043,0.0009277306,0.04903401,0.6689747,0.1395694],"study_design_scores_gemma":[0.001052813,0.002192844,0.2394464,0.0009328643,0.0003734261,0.001108641,0.005070149,0.004212768,0.002382841,0.04320922,0.6998315,0.0001863908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1524534,0.0008551732,0.01051817,0.00977594,0.004512107,0.001400357,0.1363133,0.001887628,0.6822839],"genre_scores_gemma":[0.6354598,0.0004238835,0.005047176,0.00341378,0.001059028,0.002845675,0.07390612,0.0008607885,0.2769838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4846563,"threshold_uncertainty_score":0.6913034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903244338663439,"score_gpt":0.2131295732188392,"score_spread":0.1840971298322048,"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."}}