{"id":"W2284027942","doi":"","title":"Development of a Comprehensive Energy Model for Canada","year":2016,"lang":"en","type":"article","venue":"World Academy of Science, Engineering and Technology, International Journal of Energy and Power Engineering","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Computer science","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":[0.0001617489,0.0001517616,0.0002598683,0.001001937,0.00004478954,0.000009204653,0.0004181025,0.0000952484,0.00000313733],"category_scores_gemma":[0.00009032294,0.0001209364,0.00004038887,0.0003955794,0.0002269723,0.0001715472,0.0001093688,0.000102809,2.086734e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008362101,"about_ca_system_score_gemma":0.0001961829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000722852,"about_ca_topic_score_gemma":0.00139272,"domain_scores_codex":[0.9988508,0.000002609427,0.000463605,0.0001492548,0.0002980986,0.000235698],"domain_scores_gemma":[0.9992942,0.0001062274,0.0002050941,0.00005430176,0.0002338305,0.000106302],"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":[0.00001832367,0.00001056437,0.00001792901,0.00001190275,0.00009694862,0.000001676025,0.0000598366,0.06790023,0.0678338,0.8573603,0.00006616246,0.006622319],"study_design_scores_gemma":[0.001060656,0.00005095634,0.0004722466,0.0004841537,0.00002105968,0.000107519,0.00004845667,0.05458917,0.2018173,0.00221649,0.7388069,0.0003251605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279191,0.002868318,0.06262789,0.004366971,0.001214408,0.00005329065,0.00004715804,0.00008003476,0.0008228589],"genre_scores_gemma":[0.9868797,0.0001778658,0.01269422,0.00006978321,0.0000535094,0.000003579665,5.012915e-7,0.00001085617,0.0001099603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8551438,"threshold_uncertainty_score":0.4931642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008706677610965106,"score_gpt":0.2288295764709066,"score_spread":0.2201228988599415,"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."}}