{"id":"W4251039477","doi":"10.2307/j.ctt1w0dbn5.10","title":"A Comparison of Australian and Canadian Manufacturing Industries:","year":2017,"lang":"en","type":"book-chapter","venue":"MQUP eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Manufacturing engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001490041,0.000146269,0.0002761075,0.0001181099,0.0006828016,0.0001056921,0.0002637971,0.0003728924,0.0004168082],"category_scores_gemma":[0.00001494333,0.0001450768,0.00004018062,0.000002248785,0.0003402618,0.00003629363,0.00004380953,0.0002805857,0.000002883915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106926,"about_ca_system_score_gemma":0.0005250691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4085226,"about_ca_topic_score_gemma":0.854408,"domain_scores_codex":[0.9991444,0.00001272155,0.0001906645,0.0001772415,0.0002126697,0.0002623468],"domain_scores_gemma":[0.9991935,0.0000204389,0.0002103825,0.0002496272,0.00004300748,0.0002829903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002915189,0.000004397444,0.0007370373,0.00001496699,0.0000867388,0.00001512374,0.007350185,1.874145e-7,0.000007258591,0.8922828,0.009777598,0.08972072],"study_design_scores_gemma":[0.00008102934,0.0000184472,0.001465558,0.0001118737,0.00003260677,1.578068e-7,0.0004742144,8.219432e-8,0.0003260239,0.004502844,0.9928308,0.0001563584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004405316,0.00003800077,2.918934e-7,0.000478525,0.0002176893,0.0002129028,0.00010308,0.00001450943,0.9945297],"genre_scores_gemma":[0.3680776,0.00001006251,0.000009014146,0.00005755854,0.0001140789,0.00000177328,0.000005302027,0.00001154377,0.631713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9830532,"threshold_uncertainty_score":0.5954161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0808585677264317,"score_gpt":0.3329097237532727,"score_spread":0.252051156026841,"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."}}