{"id":"W7108206898","doi":"10.25318/3310106501-eng","title":"Business or organization expectations of change in supply chain challenges 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); Supply chain; Business cycle; Supply chain management; Chain (unit); Business environment","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":[0.001172195,0.001146552,0.0008979205,0.0038326,0.0008415382,0.002026959,0.001891705,0.001262287,0.04130383],"category_scores_gemma":[0.01089024,0.0006312139,0.001486639,0.01022976,0.0002099293,0.001425703,0.001792844,0.001729257,0.02239301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004787379,"about_ca_system_score_gemma":0.008049486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5506808,"about_ca_topic_score_gemma":0.6019241,"domain_scores_codex":[0.9984162,0.0001132329,0.0002787062,0.0002190212,0.0005980826,0.0003747145],"domain_scores_gemma":[0.9931026,0.0006705746,0.001257138,0.0003807021,0.00394644,0.000642615],"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":[0.00004622898,0.00001772573,0.006289531,0.0004510481,0.00003582603,0.00001016457,0.00002268479,0.000260554,0.00001912469,0.0003462961,0.9906612,0.001839555],"study_design_scores_gemma":[0.0004472404,0.00006261996,0.2340738,0.001234795,0.0001124426,0.00007168283,0.0006999983,0.001196324,0.000227463,0.0007577467,0.7610352,0.00008064184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002855194,0.00004631496,0.00002291566,0.00009555113,0.00002003552,0.00001205554,0.9986914,0.00003388045,0.0007925083],"genre_scores_gemma":[0.002239452,0.0001196412,0.0001174166,0.0001034991,0.00001519788,0.0001062266,0.9953682,0.00001843141,0.001911883],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4493192,"threshold_uncertainty_score":0.9039307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249830411343037,"score_gpt":0.2827427102956269,"score_spread":0.2577596691613232,"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."}}