{"id":"W4386770766","doi":"10.5194/egusphere-2023-624-rc2","title":"Comment on egusphere-2023-624","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Agencia Nacional de Investigación y Desarrollo; Alberta Innovates; Tribhuvan University","keywords":"Debris; Geography; Environmental science; Physical geography; Geology; Meteorology","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":[0.002156348,0.0007053508,0.0007331207,0.001117393,0.003088803,0.003475518,0.001946817,0.02100202,0.2257185],"category_scores_gemma":[0.01830337,0.000456145,0.0009479676,0.001210472,0.001531888,0.002852571,0.001922302,0.01052383,0.1555269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426248,"about_ca_system_score_gemma":0.00353141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02627505,"about_ca_topic_score_gemma":0.03837616,"domain_scores_codex":[0.9983813,0.0001105944,0.0001337101,0.0001698767,0.0009111519,0.0002934702],"domain_scores_gemma":[0.9929026,0.00155745,0.0002719814,0.0004126631,0.003717703,0.001137655],"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":[0.00001342754,0.000005883525,0.00006336864,0.00002372793,8.163486e-7,0.00006735117,0.00001452169,0.00000388624,0.00004721992,0.0003472479,0.9976193,0.001793154],"study_design_scores_gemma":[0.00001331618,0.000008906374,0.0004793032,0.00005197795,0.000001733868,0.00002547662,0.00005837253,0.00001686138,0.00007788808,0.0003246646,0.9989342,0.000007375866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007805593,0.001126615,0.0005649537,0.5567089,0.2244763,0.0006378332,0.004350672,0.002055509,0.2092987],"genre_scores_gemma":[0.003111584,0.0006977277,0.0003150017,0.4427845,0.02934591,0.0003231443,0.001039603,0.0006394286,0.5217432],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2257185,"threshold_uncertainty_score":0.7551035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208551476713393,"score_gpt":0.273996666429548,"score_spread":0.2519111516624141,"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."}}