{"id":"W4381163296","doi":"10.5194/cp-2023-26-ac1","title":"Comment on cp-2023-26","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Precipitation; Residence; Geography; Quarter (Canadian coin); Multinomial logistic regression; Logistic regression; Demography; Environmental science; Statistics; Climatology; Meteorology; Mathematics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004385564,0.001239526,0.001477997,0.002452392,0.004442051,0.005371758,0.004469865,0.03358317,0.2078783],"category_scores_gemma":[0.0429415,0.0007210652,0.001848554,0.00279632,0.002203652,0.003344084,0.002467197,0.01493542,0.2154332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005242812,"about_ca_system_score_gemma":0.005782784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0500603,"about_ca_topic_score_gemma":0.04307676,"domain_scores_codex":[0.9952624,0.0003744696,0.0004589848,0.0004696632,0.002687694,0.0007467251],"domain_scores_gemma":[0.97998,0.004650256,0.000768774,0.00129956,0.01132601,0.001975424],"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":[0.00001398384,0.000007627988,0.00003567181,0.00003393317,0.000001244082,0.00004831748,0.000007635223,0.000004436587,0.0000219642,0.000410399,0.9977978,0.001616938],"study_design_scores_gemma":[0.00001796838,0.000008604807,0.0005966427,0.00009945089,0.000002469729,0.00002242147,0.00002847536,0.00002721438,0.00004526036,0.000391698,0.998749,0.00001073473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003482795,0.001449155,0.0004729022,0.4533266,0.3669491,0.0007273725,0.005396713,0.001906196,0.1694236],"genre_scores_gemma":[0.002141105,0.001040299,0.0004174511,0.4533958,0.07559106,0.000890361,0.00172992,0.0006765975,0.4641174],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2078783,"threshold_uncertainty_score":0.6954222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1892199258781982,"score_gpt":0.3971159198470757,"score_spread":0.2078959939688775,"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."}}