{"id":"W4246807464","doi":"10.3138/9781442697485-fm","title":"Frontmatter","year":2010,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Toronto; York University","funders":"Government of Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001809946,0.0008316792,0.0005858461,0.00125753,0.001371305,0.00429237,0.0008942769,0.002004322,0.8734797],"category_scores_gemma":[0.0007920061,0.0003585862,0.0004334563,0.001199428,0.0004403331,0.003212446,0.002233146,0.00177817,0.8034392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000947988,"about_ca_system_score_gemma":0.0005307351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864598,"about_ca_topic_score_gemma":0.005835353,"domain_scores_codex":[0.9997464,0.0000183349,0.00001037656,0.00006589662,0.0001251707,0.00003384551],"domain_scores_gemma":[0.9997136,0.0000476548,0.00001526963,0.0000462746,0.0001078445,0.00006933959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002334088,0.00002514822,0.00009162327,0.0001140873,0.000001956249,0.00006908968,0.00009838765,0.00005319397,0.0004386386,0.0117852,0.8488766,0.1384227],"study_design_scores_gemma":[0.000001798603,0.000003647428,0.00008089554,0.00003205257,4.50797e-7,0.00003607154,0.00002358981,0.00001856253,0.0000515683,0.0006630002,0.9990867,0.000001598022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001841287,0.0009342602,0.000444111,0.0007207591,0.001039763,0.00002233189,0.0006759818,0.0005566385,0.9954221],"genre_scores_gemma":[0.0004335711,0.0002594398,0.0001019045,0.0002483203,0.0000891212,0.0000064641,0.0002063764,0.0001254215,0.9985293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1265203,"threshold_uncertainty_score":0.1804659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410208732763639,"score_gpt":0.1946504049315232,"score_spread":0.1805483176038868,"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."}}