{"id":"W4406467293","doi":"10.5194/egusphere-2024-3852-rc2","title":"Review of egusphere-2024-3852","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chemistry","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":[0.001942273,0.0009619646,0.001098389,0.005419366,0.0005724641,0.002967199,0.00185001,0.001970301,0.1570028],"category_scores_gemma":[0.005060015,0.0004838918,0.001141343,0.004467572,0.0004706245,0.003099852,0.001890396,0.001287367,0.08828436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664045,"about_ca_system_score_gemma":0.005899231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006777922,"about_ca_topic_score_gemma":0.009382542,"domain_scores_codex":[0.9991449,0.00013485,0.0001139396,0.0001312337,0.0003933454,0.00008176461],"domain_scores_gemma":[0.9963457,0.0007623664,0.0003341586,0.0002002934,0.002043751,0.0003137816],"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":[0.0001013522,0.0000316169,0.0001492943,0.01368553,0.0000700692,0.00006240767,0.00003557764,0.0003427489,0.0007821539,0.003858537,0.5448925,0.4359882],"study_design_scores_gemma":[0.000004721569,0.00001062162,0.0001587449,0.002205803,0.00002655962,0.00002223073,0.00001099312,0.00002654509,0.0001097557,0.0003906619,0.9970282,0.00000514496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0009633572,0.7231261,0.005429854,0.02301822,0.04549792,0.0004250838,0.01535154,0.001572749,0.1846153],"genre_scores_gemma":[0.006497124,0.7857834,0.004106561,0.01711663,0.01472126,0.0003651812,0.0159753,0.0009139648,0.1545208],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1570028,"threshold_uncertainty_score":0.5252266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03565118481769074,"score_gpt":0.3125750044130585,"score_spread":0.2769238195953677,"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."}}