{"id":"W4213217518","doi":"10.1215/22011919-9320266","title":"Albedo","year":2021,"lang":"en","type":"article","venue":"Environmental Humanities","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mitacs","funders":"","keywords":"Environmental science; Political science; History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004281474,0.00006450182,0.00006531443,0.00001450102,0.0001517475,0.0000336122,0.00005036075,0.00002235377,0.02256162],"category_scores_gemma":[0.000002141905,0.00006120015,0.00003498151,0.0000188955,0.00006741333,0.0001282011,0.000007957506,0.0000507459,0.001905496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004662622,"about_ca_system_score_gemma":0.00000839637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002725291,"about_ca_topic_score_gemma":0.001428579,"domain_scores_codex":[0.9994702,0.00003420432,0.00009697881,0.0001250984,0.0001406447,0.0001328533],"domain_scores_gemma":[0.9998248,0.00001997642,0.00002271384,0.0001018701,0.000001663961,0.00002892601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008075405,0.00004343972,0.964025,0.00002030905,0.00003016914,0.0001088388,0.001084582,0.0002631104,0.0007123213,0.001965738,0.003755543,0.02798292],"study_design_scores_gemma":[0.0001046136,0.0000329768,0.894515,0.000007740246,0.000004963697,0.00004983115,0.002359165,0.0001904675,0.0003502808,0.0008644606,0.1014046,0.0001158989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8820743,0.002849416,0.00001665733,0.00003909836,0.0002887567,0.00003624023,0.00005333289,0.00002591279,0.1146163],"genre_scores_gemma":[0.9823676,0.00008173865,0.00009338662,0.0003182877,0.0001341577,4.941812e-7,0.0001602543,0.000001987106,0.01684209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002933,"threshold_uncertainty_score":0.9988716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194096344924632,"score_gpt":0.1535644307486214,"score_spread":0.141623467299375,"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."}}