{"id":"W1501129935","doi":"","title":"Geoscience of Climate and Energy 8. Climate Models: Are They Compatible with Geological Constraints on Earth System Processes?","year":2010,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Climate change; Physical geography; Geology; Geography; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004455522,0.0001754291,0.0002447989,0.00005483074,0.000403553,0.00007382366,0.0003694791,0.00004390011,0.00005662298],"category_scores_gemma":[0.00004013402,0.0001187071,0.00001554039,0.0003341083,0.0005613365,0.0002281584,0.00002860511,0.0001513362,0.000002901232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006505773,"about_ca_system_score_gemma":0.0006696352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5173241,"about_ca_topic_score_gemma":0.9455314,"domain_scores_codex":[0.9978809,0.0000375996,0.000208073,0.0004500851,0.0007772664,0.00064605],"domain_scores_gemma":[0.99902,0.0000845973,0.0002053848,0.0002384887,0.0001674207,0.0002841507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008969779,0.00007078237,0.9537124,0.0003555364,0.00001116724,0.00008888216,0.000140736,0.01099744,0.0003567609,0.01008965,0.00003211477,0.02405483],"study_design_scores_gemma":[0.0004437122,0.0004611064,0.9047246,0.0002154844,0.00001646305,0.00008447075,0.000916715,0.09141456,0.0003090335,0.0004272317,0.0005324385,0.0004542075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918423,0.00002490698,0.0001049491,0.00007173996,0.0002638486,0.00009442212,0.0004411014,0.0000194048,0.0071373],"genre_scores_gemma":[0.9991838,0.00003357826,0.0005062643,0.000211145,0.00001779543,0.00000209895,0.00001605026,0.000002419317,0.00002683568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4282073,"threshold_uncertainty_score":0.4858901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488006139940326,"score_gpt":0.177428238165068,"score_spread":0.1625481767656647,"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."}}