{"id":"W6967176831","doi":"10.5063/aa/dpennington.63.5","title":"IPCC Climate Change Data: CGCM1 B2a Model: 2080 Mean Temperature","year":2005,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forcing (mathematics); Climate model; Climate change; Albedo (alchemy); Atmospheric model; Radiative forcing; Greenhouse gas; Atmosphere (unit); Flux (metallurgy)","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001647506,0.0023881,0.002178742,0.001104722,0.0005988122,0.000787492,0.007169723,0.002380691,0.002593344],"category_scores_gemma":[0.0001837774,0.002296773,0.0004013269,0.001159703,0.0003431335,0.002390659,0.004359995,0.003668997,0.05302463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640973,"about_ca_system_score_gemma":0.0004541896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005931865,"about_ca_topic_score_gemma":0.003264554,"domain_scores_codex":[0.9893792,0.0004478102,0.001458103,0.003728954,0.002194105,0.002791806],"domain_scores_gemma":[0.9862521,0.0001386672,0.0008693294,0.01163207,0.0002598308,0.0008479481],"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":[0.0002878234,0.0003921331,0.00001345513,0.0005034276,0.0003032523,0.0003878317,0.0001443515,0.00009008635,0.0003579786,0.0000413165,0.9971333,0.0003450189],"study_design_scores_gemma":[0.00131383,0.00008424093,0.00005679265,0.0007172799,0.001217592,0.0001979318,0.00005788479,0.004791888,0.00004682476,0.00002376549,0.9889656,0.002526389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002334027,0.0102049,0.000001458506,0.000158471,0.001581483,0.001943929,0.9843169,0.0008676053,0.0006918773],"genre_scores_gemma":[0.0002044108,0.01198571,0.0004618114,0.002454699,0.00771303,0.0003316976,0.975607,0.0008933588,0.0003482944],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05043129,"threshold_uncertainty_score":0.9989144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07750026180239507,"score_gpt":0.3295377075215285,"score_spread":0.2520374457191334,"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."}}