{"id":"W1965166346","doi":"10.1038/nclimate1409","title":"Canada Basin freshening","year":2012,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Structural basin; Geology; Climatology; Environmental science; Earth science; Oceanography; Paleontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001187842,0.0001444332,0.0001095036,0.000002794764,0.0001272196,0.000008425257,0.0001584318,0.0001525956,0.002672456],"category_scores_gemma":[0.000009547491,0.0001279093,0.00003173784,0.0001105429,0.00006108808,0.0002637587,0.000226273,0.0003075662,0.0001779765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005055701,"about_ca_system_score_gemma":0.000005029569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1686201,"about_ca_topic_score_gemma":0.1157609,"domain_scores_codex":[0.9988505,0.00001898352,0.0001010178,0.0001743458,0.0002911365,0.0005639977],"domain_scores_gemma":[0.9995672,0.00001880292,0.00004798095,0.0001808233,0.000001138579,0.0001840281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009291482,0.00005108684,0.9788386,0.000009779375,0.000005686594,0.00001165205,0.0003655182,0.0001337784,0.0002875543,0.0002652065,0.01155104,0.008470867],"study_design_scores_gemma":[0.000132731,0.00001244317,0.7267072,0.000008860949,0.00001231363,0.0000141544,0.0002054332,0.0004593817,0.0001308346,0.00001728744,0.272055,0.0002443076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698582,0.0007367355,0.00006703567,0.0008750209,0.0009335314,0.0001873865,0.00002459043,0.0000496916,0.0272678],"genre_scores_gemma":[0.9908367,0.000128303,0.003178847,0.005179079,0.0003057499,0.00001966736,0.00001340664,0.00002374267,0.0003144772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.260504,"threshold_uncertainty_score":0.9982392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017944652037357,"score_gpt":0.209523324331201,"score_spread":0.1993438778108275,"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."}}