{"id":"W6906767581","doi":"10.18154/rwth-2018-00187","title":"Longevity of dams from landslides with sub-channel rupture surfaces, Peace River region, Canada","year":2018,"lang":"en","type":"article","venue":"RWTH Publications (RWTH Aachen)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Longevity; Landslide; Vegetation (pathology); Natural disaster; Hydropower","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000186802,0.0002192421,0.0002416526,0.00005039061,0.0002807495,0.00004789498,0.000502205,0.0001604131,0.0007706361],"category_scores_gemma":[0.00006257387,0.0001559655,0.00005056381,0.000700934,0.000491905,0.0003873801,0.0001623838,0.0002393881,0.0001066859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226967,"about_ca_system_score_gemma":0.0002259516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3271649,"about_ca_topic_score_gemma":0.5238153,"domain_scores_codex":[0.9982876,0.00006972744,0.0002953004,0.0004820467,0.0004893254,0.0003760463],"domain_scores_gemma":[0.9985774,0.00007834766,0.0002426405,0.0007424876,0.0001145311,0.0002446154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009781733,0.0002994711,0.7440955,0.00002220572,0.0002109687,0.00001289709,0.002174208,0.0009790171,0.0005610044,0.0005285102,0.2474239,0.003594452],"study_design_scores_gemma":[0.000796577,0.0001328334,0.7787633,0.00004664543,0.000113264,0.00002635829,0.0002180832,0.002155544,0.002027662,0.0003858357,0.2148545,0.0004793606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796464,0.000379388,0.001576702,0.003942583,0.0001737137,0.0003406996,0.0001745217,0.00009605487,0.01366986],"genre_scores_gemma":[0.9957564,0.00009452381,0.001138455,0.0002892758,0.0001071619,0.00002136359,0.0001875241,0.00002626605,0.002379016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1966504,"threshold_uncertainty_score":0.8437925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008829884633944485,"score_gpt":0.2008424103921533,"score_spread":0.1920125257582088,"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."}}