{"id":"W4287598145","doi":"10.5281/zenodo.4274282","title":"Does the Decline of the Canadian Manufacturing Sector Matter?","year":2020,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Manufacturing sector; Business; Economics; Labour economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167552,0.0002880204,0.0004325455,0.003593421,0.003274992,0.003929107,0.0009389365,0.0007988677,0.008183837],"category_scores_gemma":[0.005620644,0.0001243588,0.0003803417,0.008715549,0.001622248,0.001796342,0.0005508465,0.001156905,0.0007005656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03910564,"about_ca_system_score_gemma":0.04984049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886107,"about_ca_topic_score_gemma":0.9920388,"domain_scores_codex":[0.9985569,0.0000576681,0.00004918554,0.0001814669,0.0005636784,0.0005911355],"domain_scores_gemma":[0.9951364,0.0003307423,0.0006018135,0.0001323596,0.003153979,0.0006446586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002559106,0.00005317547,0.6472811,0.0009214534,0.0001949265,0.0005609071,0.004290247,0.001409793,0.0008741235,0.06699098,0.1173552,0.1598122],"study_design_scores_gemma":[0.000006796478,0.000026148,0.8294238,0.0002968009,0.00006428645,0.00008663766,0.006188742,0.0005316178,0.000409045,0.001643804,0.161282,0.00004032596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4350256,0.07608528,0.001254202,0.250823,0.001264772,0.0001094827,0.03790754,0.0001742787,0.1973559],"genre_scores_gemma":[0.9457384,0.02263347,0.000467959,0.008322469,0.0003133846,0.00001613386,0.007258963,0.00004264736,0.01520652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03910564,"threshold_uncertainty_score":0.2837326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04834277260449489,"score_gpt":0.2037205162433687,"score_spread":0.1553777436388738,"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."}}