{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002121775,0.0001076545,0.0001446635,0.0004038028,0.000008905669,0.00002839942,0.0001310272,0.00006394103,0.00002248933],"category_scores_gemma":[0.0001899,0.0001072135,0.00002709358,0.0001454111,0.000009257312,0.0002459654,0.00001206323,0.0002168386,0.000003674963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294333,"about_ca_system_score_gemma":0.00007686915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001922907,"about_ca_topic_score_gemma":0.000005190187,"domain_scores_codex":[0.9992493,0.000009590684,0.0003591987,0.00008234193,0.0001960351,0.0001034899],"domain_scores_gemma":[0.9996444,0.00002761851,0.0000556379,0.00005440096,0.0001574611,0.00006050034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001038531,0.0002596393,0.001254221,0.0003418025,0.00017629,0.00006504967,0.001044176,0.5518658,0.4087217,0.00142763,0.0016589,0.03308101],"study_design_scores_gemma":[0.003318018,0.0003716198,0.05415442,0.004755286,0.0000902971,0.01081101,0.0005527766,0.4749134,0.4286111,0.001089255,0.01957695,0.001755866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776567,0.0004579346,0.01477311,0.000163593,0.006768582,0.00004706197,0.000001590103,0.00006037065,0.00007110141],"genre_scores_gemma":[0.9926745,0.0001587648,0.006593002,0.00001333855,0.0005071354,0.000001775475,0.000004592448,0.00002104461,0.00002588343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0769523,"threshold_uncertainty_score":0.4372038,"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."}}