{"id":"W4392128508","doi":"10.5194/egusphere-2023-2538-rc2","title":"Comment on egusphere-2023-2538","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001823647,0.0007340054,0.0007637576,0.001761523,0.00229108,0.003275507,0.00172892,0.009452951,0.5393949],"category_scores_gemma":[0.01558537,0.0003975124,0.001038179,0.001533546,0.001013066,0.002705456,0.002123764,0.00516069,0.3573764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750615,"about_ca_system_score_gemma":0.002330498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01941714,"about_ca_topic_score_gemma":0.02467455,"domain_scores_codex":[0.9986379,0.00008748467,0.0001027816,0.0001280905,0.0008234064,0.0002204227],"domain_scores_gemma":[0.992834,0.001217562,0.0002754617,0.0006084092,0.003996887,0.001067794],"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":[0.00001440028,0.000006125753,0.00003958534,0.0000257879,9.072364e-7,0.00002988372,0.000004883187,0.000005938507,0.00003568845,0.0002332576,0.9970109,0.002592567],"study_design_scores_gemma":[0.00001832393,0.000007835954,0.0003657238,0.00006115648,0.000001428242,0.00001284473,0.00002454477,0.00002152613,0.0000912114,0.0002582723,0.9991301,0.00000694851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007589277,0.0008621049,0.0008062717,0.2143337,0.4258466,0.0006799775,0.01344172,0.004991577,0.3382791],"genre_scores_gemma":[0.004191219,0.0008284771,0.0005502913,0.1264917,0.05628081,0.0003091347,0.004512807,0.001723531,0.8051121],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5393949,"threshold_uncertainty_score":0.6569972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199559986775157,"score_gpt":0.2536961780899961,"score_spread":0.2317005782222445,"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."}}