{"id":"W6948457165","doi":"10.5063/aa/dpennington.54.3","title":"IPCC Climate Change Data: CGCM1Model: 2080 Radiance","year":2005,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forcing (mathematics); Albedo (alchemy); Climate model; Radiance; Climate change; Atmospheric model; Atmosphere (unit); Radiative forcing; Greenhouse gas","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":["insufficient_payload"],"category_scores_codex":[0.0004051409,0.0006365643,0.0005703324,0.00008215945,0.0003068831,0.0001741746,0.002517704,0.0004894682,0.2742912],"category_scores_gemma":[0.00005173355,0.0006255074,0.0001386207,0.0004027157,0.0003412509,0.0008135414,0.002332838,0.0005983295,0.05464527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008827917,"about_ca_system_score_gemma":0.00002282659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320126,"about_ca_topic_score_gemma":0.003699961,"domain_scores_codex":[0.9961149,0.00008544253,0.0005195916,0.001356605,0.0007960119,0.001127451],"domain_scores_gemma":[0.996412,0.00005113709,0.0002754721,0.002869523,0.00001259047,0.0003793111],"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":[0.00002164664,0.0001396615,0.000288769,0.00005330902,0.00001637883,0.00004998674,0.0000237691,0.000002548335,0.00001603142,0.00002014218,0.9964193,0.002948507],"study_design_scores_gemma":[0.0003900662,0.00003777784,0.004266459,0.00005901512,0.00009303736,0.0000373055,0.00008443804,0.0001974001,0.000008965202,0.000006021545,0.9940923,0.0007271421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003284009,0.001868863,0.000003250513,0.0005462224,0.0009899708,0.000579398,0.987154,0.0001275606,0.008402355],"genre_scores_gemma":[0.0002004295,0.02332667,0.000041002,0.003029247,0.0009767852,0.000131496,0.9719795,0.00005165717,0.0002631889],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2196459,"threshold_uncertainty_score":0.9996196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07688075566699445,"score_gpt":0.301950867497505,"score_spread":0.2250701118305106,"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."}}