{"id":"W6967236552","doi":"10.5063/aa/dpennington.36.6","title":"IPCC Climate Change Data: CGCM1 A2a Model: 2080 Radiance","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); Albedo (alchemy); Climate model; Radiance; Climate change; Radiative forcing; Atmospheric model; Atmosphere (unit); 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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001458059,0.001905319,0.001908787,0.00093688,0.0004401903,0.0004650064,0.007120577,0.001387149,0.002715054],"category_scores_gemma":[0.0002275963,0.002021973,0.0003177636,0.001002924,0.0004012939,0.002437573,0.003372902,0.002207363,0.1109967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006979757,"about_ca_system_score_gemma":0.0004441025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008924259,"about_ca_topic_score_gemma":0.002120683,"domain_scores_codex":[0.9904716,0.0003278243,0.001369528,0.0033299,0.001695006,0.002806134],"domain_scores_gemma":[0.9868971,0.0001705518,0.0009437999,0.01100151,0.0001553521,0.0008316736],"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":[0.0001726039,0.0002922296,0.00002640031,0.0004249621,0.0001872408,0.0003266966,0.00005718103,0.0001670913,0.00004066462,0.0000326908,0.9966839,0.001588341],"study_design_scores_gemma":[0.001212608,0.0000585768,0.000100274,0.0005803569,0.0007694206,0.0001360891,0.00001618081,0.02442072,0.00001285831,0.00003007193,0.9705249,0.002137924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005042267,0.01635164,0.00001230099,0.0001966782,0.001495167,0.00171546,0.9784286,0.0006739614,0.001075792],"genre_scores_gemma":[0.0000636667,0.02414272,0.0009145328,0.00219401,0.006114774,0.000404794,0.9651622,0.0007156815,0.0002875762],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1082817,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232436112937739,"score_gpt":0.3483456157138123,"score_spread":0.2251020044200384,"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."}}