{"id":"W2320976025","doi":"10.7227/ijmee.36.4.1","title":"Integrated Coal and Steel Production in Nova Scotia","year":2008,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Coal; Production (economics); Environmental science; Engineering; Geography; Waste management; Archaeology; Economics; Aeronautics","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":[0.0001540765,0.0001732327,0.0001691288,0.0005921512,0.0009904267,0.0007935975,0.0003692282,0.0003635539,0.002591406],"category_scores_gemma":[0.0003868551,0.0002150585,0.0002117706,0.0006737444,0.0003894345,0.000182185,0.0008204401,0.0002725213,0.0002875671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009235443,"about_ca_system_score_gemma":0.01237195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9206787,"about_ca_topic_score_gemma":0.9734284,"domain_scores_codex":[0.9998123,0.00001338655,0.000008160427,0.00003045906,0.00004605866,0.00008980233],"domain_scores_gemma":[0.9996654,0.00003305404,0.00004318286,0.00001217253,0.000106902,0.0001393875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003130235,0.0006277777,0.780505,0.0004185216,0.0002474169,0.02290145,0.004942106,0.01502097,0.09940614,0.002899918,0.003948102,0.0659523],"study_design_scores_gemma":[0.00005452593,0.0002035464,0.9840752,0.00003535626,0.00002016609,0.000367954,0.003569373,0.002116511,0.002218775,0.00008964028,0.007233667,0.00001526224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994232,0.0001185682,0.00009863902,0.0001247736,0.000008879264,0.00003711677,0.0003987148,0.00001181965,0.004969486],"genre_scores_gemma":[0.9902683,0.0001114364,0.0002809344,0.00006222451,0.000002440574,0.00001115286,0.0002663097,0.000003893519,0.008993161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07932132,"threshold_uncertainty_score":0.1595769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258976552406116,"score_gpt":0.2401335644016482,"score_spread":0.227543798877587,"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."}}