{"id":"W7009626900","doi":"","title":"Environmental Energy: Saudis set out response to tighter emission curbs; Transition Alberta off oil sands, climate thinkers urge Trudeau; Renewable energy investment predicted to surge. - John Lothian News (JLN)","year":2015,"lang":"en","type":"other","venue":"","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Renewable energy; Investment (military); Energy transition; Climate change; Set (abstract data type); Peak oil; Energy (signal processing)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001345705,0.0008540871,0.001226317,0.001480348,0.0001702585,0.00006021869,0.0004484293,0.0007192908,0.01204993],"category_scores_gemma":[0.0003009122,0.0006263544,0.0002327791,0.000684679,0.0002740646,0.0001436899,0.0002116054,0.0003462787,0.0002609235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008266353,"about_ca_system_score_gemma":0.0009643039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02707066,"about_ca_topic_score_gemma":0.01832424,"domain_scores_codex":[0.9935457,0.0005040737,0.000840993,0.001441395,0.002302528,0.001365367],"domain_scores_gemma":[0.9947543,0.0001759473,0.0002182798,0.001303077,0.00007563215,0.003472729],"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":[0.004701524,0.0003235747,0.000202821,0.0001064258,0.0001485645,0.0001681023,0.002703673,0.00001438558,0.01169161,0.00001646159,0.9755811,0.004341736],"study_design_scores_gemma":[0.003632905,0.00153289,0.000203264,0.001348967,0.000209583,0.00006090981,0.0008108519,0.0002145623,0.002992409,0.00001797248,0.9883196,0.0006560301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005568411,0.002030539,0.0005171567,0.01744235,0.001771478,0.001273027,0.001342895,0.0005598829,0.9694943],"genre_scores_gemma":[0.003433223,0.003587014,0.0005316868,0.02072457,0.0009309857,0.0001890653,0.003103935,0.0004743003,0.9670252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01273853,"threshold_uncertainty_score":0.9996188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745005179659914,"score_gpt":0.2729738710433033,"score_spread":0.2555238192467042,"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."}}