{"id":"W2015399925","doi":"10.1007/s11270-007-9473-2","title":"Tell the Awful Truth: It’s Not Just Global Warming, It’s Global Disaster!","year":2008,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Global warming; Biosphere; Population; Constellation; Computer science; History; Environmental ethics; Climate change; Ecology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006942632,0.0008003806,0.000960427,0.0008400753,0.006749729,0.009639837,0.001079013,0.009642477,0.01746305],"category_scores_gemma":[0.03357364,0.000405185,0.0006374813,0.0007344896,0.02170022,0.0175437,0.004431049,0.0254354,0.006946439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737595,"about_ca_system_score_gemma":0.003908681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004592978,"about_ca_topic_score_gemma":0.004692137,"domain_scores_codex":[0.9954236,0.002331623,0.0001624375,0.0004052145,0.001213843,0.0004633347],"domain_scores_gemma":[0.9864015,0.006758348,0.0009712142,0.001170201,0.003059566,0.001639224],"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":[0.000087129,0.00003470303,0.0007479901,0.0002415332,0.00006529644,0.0003379025,0.006119686,0.0001232119,0.0005168708,0.1051699,0.8616387,0.02491697],"study_design_scores_gemma":[0.00002582698,0.00002980518,0.0004156446,0.0003669717,0.00003377164,0.0004170895,0.01076738,0.0001563306,0.0005624837,0.2090537,0.7781221,0.00004895035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001321758,0.009745031,0.0013298,0.9402205,0.02920986,0.000006402748,0.00008070235,0.0000704531,0.01801546],"genre_scores_gemma":[0.1097153,0.01591433,0.002475287,0.7784802,0.03056737,0.00004985565,0.0001675733,0.0003807705,0.06224922],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01746305,"threshold_uncertainty_score":0.05841976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039015575823335,"score_gpt":0.2799570006522561,"score_spread":0.2495668448940228,"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."}}