{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1bd90eaf9eed","filters":{"venue":"Perspectives of Innovations Economics and Business"}},"results":[{"id":"W2019131859","doi":"10.15208/pieb.2013.09","title":"Innovation in the Canadian textile industry","year":2013,"lang":"en","type":"article","venue":"Perspectives of Innovations Economics and Business","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Textile industry; Textile; Business; Industrial organization; State (computer science); Clothing industry; Position (finance); Competitive advantage; Marketing; Commerce; Clothing; Political science","authors":[{"name":"Sona Kollarova","is_ca":true},{"name":"Ajax Persaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02028418796820355,"gpt":0.2433396383891292,"spread":0.2230554504209256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052209,0.0002594623,0.0002244328,0.004212332,0.007263362,0.003287891,0.0006120227,0.0007557804,0.004465852],"category_scores_gemma":[0.002914372,0.0001348986,0.0004673485,0.007368685,0.00188652,0.0006317129,0.001161024,0.0006589075,0.0002849871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1175966,"about_ca_system_score_gemma":0.09918451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940798,"about_ca_topic_score_gemma":0.9965568,"domain_scores_codex":[0.9977095,0.0001181363,0.00003954853,0.0001413829,0.0009403666,0.001051017],"domain_scores_gemma":[0.99787,0.0002003861,0.0002369718,0.00004806396,0.001274748,0.0003698471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003583902,0.0002744615,0.3597108,0.0008977209,0.00009300019,0.001884831,0.07047315,0.006637904,0.005541244,0.1734645,0.03555715,0.3451068],"study_design_scores_gemma":[0.00001803043,0.0000961704,0.7616236,0.0002448102,0.00004933805,0.0002686394,0.02871612,0.002735943,0.001092824,0.00270326,0.2023451,0.0001061107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385186,0.004269468,0.0004626349,0.004280059,0.0000480747,0.00009631924,0.0008776414,0.00002684883,0.1514204],"genre_scores_gemma":[0.9809333,0.002697426,0.0003630919,0.0002402396,0.00000782696,0.0000182289,0.0002941334,0.00000463503,0.01544125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175966,"threshold_uncertainty_score":0.8532273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}