{"id":"W7108205043","doi":"10.25318/3310107801-eng","title":"Businesses or organizations that changed its marketing practices to promote Canadian products over the last six 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); Small business; Product (mathematics); Business marketing","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":[0.00111444,0.001617431,0.001306637,0.007663799,0.002419052,0.002694059,0.002978027,0.001352037,0.04071456],"category_scores_gemma":[0.009830042,0.0008295975,0.001617586,0.01746189,0.000388782,0.001258652,0.001707383,0.002129255,0.01924275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01670036,"about_ca_system_score_gemma":0.04478917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9728948,"about_ca_topic_score_gemma":0.9822228,"domain_scores_codex":[0.9977353,0.00008243731,0.000253638,0.0002648682,0.000969295,0.0006945801],"domain_scores_gemma":[0.9904639,0.0004901562,0.001087961,0.0003700951,0.006594979,0.0009929596],"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":[0.00004100732,0.000013853,0.003140715,0.0004601726,0.00002883801,0.00001182152,0.00002484226,0.000113065,0.0000195245,0.0003864686,0.994064,0.001695568],"study_design_scores_gemma":[0.000356613,0.00003845023,0.1432859,0.001322636,0.0001427594,0.00006078761,0.0006898015,0.000602743,0.0003043198,0.000488921,0.8526297,0.00007731363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001997142,0.00007638961,0.0000154344,0.00008944445,0.00002145191,0.00001527692,0.9985544,0.0000323408,0.0009954972],"genre_scores_gemma":[0.002115312,0.0002400432,0.0001876795,0.0001422182,0.00001803064,0.00009581507,0.9932948,0.00002093481,0.003885193],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04071456,"threshold_uncertainty_score":0.1362038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320749067551133,"score_gpt":0.2806153014758382,"score_spread":0.2674078108003269,"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."}}