{"id":"W4205410525","doi":"10.5194/nhess-2021-212-rc2","title":"Comment on nhess-2021-212","year":2021,"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 Alberta","funders":"","keywords":"GNSS applications; Computer science; Warning system; Displacement (psychology); Acceleration; Moving average; Real-time computing; Remote sensing; Global Positioning System; Algorithm; Data mining; Geography; Telecommunications; Computer vision","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003699556,0.0007152124,0.0009501581,0.001527464,0.002854419,0.004316472,0.0022197,0.01921025,0.1929038],"category_scores_gemma":[0.02852007,0.0004562828,0.001036042,0.001484089,0.001352851,0.002324268,0.001684311,0.00780583,0.1892034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018034,"about_ca_system_score_gemma":0.005771692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.027629,"about_ca_topic_score_gemma":0.03671948,"domain_scores_codex":[0.9959746,0.0002909094,0.0003475801,0.0003078326,0.002618285,0.0004607922],"domain_scores_gemma":[0.9804657,0.003105715,0.0006298523,0.00131619,0.01300991,0.001472763],"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":[0.00001649864,0.000009699182,0.00007143278,0.00003969552,9.588254e-7,0.00004939599,0.000008304936,0.00001197543,0.00007366167,0.0004119975,0.9962643,0.003042157],"study_design_scores_gemma":[0.00001193188,0.000009898308,0.0005369926,0.00005822199,0.000001321981,0.00001481276,0.00002850807,0.00003711769,0.0000905575,0.0002524893,0.9989516,0.000006635543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00113922,0.001278193,0.001101573,0.3515069,0.321748,0.0009824359,0.008235487,0.004137156,0.309871],"genre_scores_gemma":[0.003949156,0.0009021849,0.0007946977,0.2114234,0.0336168,0.0005149594,0.002772366,0.0008472181,0.7451792],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1929038,"threshold_uncertainty_score":0.6453275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885606957220167,"score_gpt":0.2694292543497874,"score_spread":0.2505731847775858,"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."}}