{"id":"W3184358496","doi":"10.5194/hess-2021-234-rc1","title":"Comment on hess-2021-234","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evaporation; Class (philosophy); Mathematics; Meteorology; Geography; Computer science; Artificial intelligence","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":[0.001145436,0.0008325846,0.0008736735,0.001462767,0.001626333,0.005087465,0.0016391,0.007699071,0.2616876],"category_scores_gemma":[0.008803865,0.0004236099,0.001297356,0.002494444,0.0007987772,0.002258347,0.001656785,0.005861264,0.1428489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997552,"about_ca_system_score_gemma":0.003185674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03957152,"about_ca_topic_score_gemma":0.03109672,"domain_scores_codex":[0.9988216,0.0001244657,0.00009022093,0.0001598488,0.0006024439,0.0002013939],"domain_scores_gemma":[0.9972227,0.0006348868,0.0001095785,0.0003415752,0.00148834,0.0002029559],"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":[0.00002427118,0.000003026022,0.00006260877,0.00004102363,0.000002237821,0.00002961911,0.000006536015,0.00004260875,0.00004749874,0.00103933,0.9966791,0.002022118],"study_design_scores_gemma":[0.00001816761,0.000005338655,0.0009645912,0.00006707836,0.000003589355,0.00001709814,0.00004185464,0.0001034827,0.0001948261,0.001167323,0.9974023,0.00001430215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001462547,0.001955726,0.001130996,0.3260135,0.2134124,0.0003164921,0.08087003,0.003761974,0.3710764],"genre_scores_gemma":[0.02155302,0.001873613,0.001315395,0.239091,0.03742406,0.0005027584,0.02436185,0.002078563,0.6717996],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2616876,"threshold_uncertainty_score":0.8754324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620102320357427,"score_gpt":0.2748440114600984,"score_spread":0.2486429882565241,"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."}}