{"id":"W7107954935","doi":"10.25318/3310105901-eng","title":"Business or organization expectations over the next three months, fourth quarter of 2025","year":2025,"lang":"","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business cycle; Business valuation; Business history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009860896,0.001377744,0.001184837,0.004870038,0.001078917,0.00259223,0.002114963,0.001206985,0.04899773],"category_scores_gemma":[0.008786162,0.0006810584,0.001115267,0.01283327,0.0002549269,0.001406533,0.001532227,0.00202371,0.03682351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007640578,"about_ca_system_score_gemma":0.01374127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7630994,"about_ca_topic_score_gemma":0.8094625,"domain_scores_codex":[0.9983395,0.00008409458,0.0002441377,0.0002272113,0.0006919444,0.0004131471],"domain_scores_gemma":[0.9933286,0.0004404294,0.0009257342,0.0003087649,0.004349011,0.0006475403],"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":[0.0000274647,0.000009056075,0.002372731,0.000220075,0.00001512556,0.000007679885,0.00001325513,0.0001223672,0.00001130712,0.0003096173,0.9957587,0.001132479],"study_design_scores_gemma":[0.0002602643,0.00002952912,0.09727538,0.0006705287,0.00005954832,0.00005141127,0.000390062,0.0006063143,0.0001879558,0.0006927943,0.89972,0.00005637997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001391172,0.00004281907,0.0000160327,0.00008198668,0.00001728775,0.000007539507,0.9988859,0.00003340077,0.0007758659],"genre_scores_gemma":[0.001279545,0.0001080137,0.00009424589,0.00009127841,0.00001451771,0.00005781567,0.9957903,0.0000210529,0.002543326],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2369006,"threshold_uncertainty_score":0.4765915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009324233331515141,"score_gpt":0.2637751474552339,"score_spread":0.2544509141237187,"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."}}