{"id":"W6945162436","doi":"10.25318/3310062101-eng","title":"Business or organization status on application for credit or loans over the last 12 months, fourth quarter of 2022","year":2022,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Credit history; Business failure; Business cycle; Credit reference","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004318465,0.0005637431,0.0005426594,0.0003448671,0.0005436155,0.00009900185,0.0006822768,0.0001964066,0.01177972],"category_scores_gemma":[0.003599927,0.000437666,0.00003517303,0.001774437,0.0001032144,0.0001413953,0.0001109601,0.0004074914,0.00001257799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096861,"about_ca_system_score_gemma":0.003376087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1215113,"about_ca_topic_score_gemma":0.9089559,"domain_scores_codex":[0.9957184,0.0002013181,0.0009214227,0.0007102548,0.001897134,0.0005514245],"domain_scores_gemma":[0.9936606,0.00201074,0.001608143,0.001046248,0.001525707,0.000148559],"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":[0.0005683765,0.000220452,0.00004643802,0.0005909431,0.0001154824,0.00001532916,0.0001296737,0.0006328434,0.00007671116,0.0005221029,0.9954954,0.001586289],"study_design_scores_gemma":[0.0007661839,0.0003058378,0.01933303,0.00009802586,0.0005284262,0.000006619823,0.0008540423,0.0008540942,0.00007883381,0.00008767491,0.9764676,0.0006196054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000878724,0.00002149317,0.01699275,0.00010552,0.0009636499,0.002534244,0.979248,0.00003721201,0.000009190945],"genre_scores_gemma":[0.0009073156,0.0000916411,0.0004147411,0.0001062479,0.000242956,0.0009195392,0.9966376,0.0002132416,0.0004666456],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7874446,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00670582123569702,"score_gpt":0.2549487703879127,"score_spread":0.2482429491522157,"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."}}