{"id":"W4408823802","doi":"10.21203/rs.3.rs-6088515/v1","title":"Tropospheric Ice in a Warming World","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Troposphere; Climatology; Environmental science; Global warming; Warming up; Climate change; Earth science; Geology; Oceanography; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001991827,0.0002532696,0.0002242621,0.0005197545,0.000329873,0.001391163,0.0001170236,0.0004696787,0.005462224],"category_scores_gemma":[0.001129019,0.0001008192,0.0001186153,0.001067767,0.0002882501,0.001503514,0.0004473129,0.000495553,0.0005075178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005662706,"about_ca_system_score_gemma":0.0004911838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00859989,"about_ca_topic_score_gemma":0.005293033,"domain_scores_codex":[0.999947,0.00001381299,0.000001789383,0.00001307614,0.0000183825,0.000005970837],"domain_scores_gemma":[0.9998959,0.00004332545,0.00001295841,0.000009452473,0.00001904088,0.00001916185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001344944,0.00004788617,0.006544733,0.0002233674,0.000085394,0.0003871763,0.0005034421,0.03699774,0.003476181,0.7624581,0.09911799,0.09002347],"study_design_scores_gemma":[0.00002602567,0.0000117316,0.01468387,0.00006692995,0.00005634985,0.000171475,0.0004866462,0.04810274,0.001271329,0.8395433,0.09556609,0.00001352072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.448923,0.04498967,0.03193926,0.05540775,0.006199247,0.00002320935,0.00399433,0.0005433685,0.4079801],"genre_scores_gemma":[0.9027349,0.02212433,0.00596007,0.0007071914,0.00264409,0.00002012115,0.001275992,0.0002426652,0.0642907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00859989,"threshold_uncertainty_score":0.018273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031159123662489,"score_gpt":0.3406266836236393,"score_spread":0.3003150923870145,"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."}}