{"id":"W4281630970","doi":"10.5194/hess-2022-102-rc1","title":"Comment on hess-2022-102","year":2022,"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":"University of Saskatchewan; Natural Resources Canada; Environment and Climate Change Canada","funders":"Global Water Futures","keywords":"Wetland; Drainage; Surface runoff; Drainage basin; Hydrology (agriculture); Streamflow; Environmental science; Precipitation; Flood myth; Geology; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002171234,0.0009995411,0.0009965983,0.001103961,0.001668799,0.005207315,0.002305419,0.01934774,0.1209528],"category_scores_gemma":[0.009943763,0.0005416808,0.001443579,0.002162383,0.00140462,0.002804477,0.001814166,0.01038723,0.08421616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002754339,"about_ca_system_score_gemma":0.004260083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02283252,"about_ca_topic_score_gemma":0.02093507,"domain_scores_codex":[0.9984362,0.0001913856,0.0001223914,0.000191246,0.000791754,0.0002671059],"domain_scores_gemma":[0.9967142,0.001025941,0.0001403757,0.0004648588,0.001341554,0.0003130585],"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":[0.00003353335,0.000007461636,0.0000770181,0.00005403496,0.000002880239,0.00008624869,0.0000124954,0.00007829462,0.00009525361,0.001650481,0.9948167,0.003085693],"study_design_scores_gemma":[0.00001606498,0.000007585599,0.0008199278,0.00007318814,0.000004022803,0.00003224905,0.00004420969,0.0001130813,0.0001563518,0.001779081,0.996933,0.00002122483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001448991,0.002519469,0.001472323,0.4860533,0.2032514,0.0004035851,0.03257921,0.003262,0.2690096],"genre_scores_gemma":[0.01359475,0.001891739,0.001575679,0.5536604,0.04557826,0.000827289,0.009191758,0.0008626963,0.3728175],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1209528,"threshold_uncertainty_score":0.4046275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561029844491337,"score_gpt":0.2712460204527846,"score_spread":0.2456357220078713,"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."}}