{"id":"W4212884827","doi":"10.1007/s10346-021-01828-w","title":"Landslide longitudinal shape: a new concept for complementing landslide aspect ratio","year":2022,"lang":"en","type":"article","venue":"Landslides","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Landslide; Aspect ratio (aeronautics); Geology; Geometry; Rectangle; Geotechnical engineering; Mathematics; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005642783,0.0003021269,0.0003821473,0.00007032019,0.00105686,0.000132494,0.0005108074,0.00007173554,0.02025629],"category_scores_gemma":[0.00006435178,0.0002511371,0.0002260893,0.0003688433,0.00007967326,0.0002148777,0.0005753299,0.000337711,0.0001450144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174782,"about_ca_system_score_gemma":0.00005751365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006554811,"about_ca_topic_score_gemma":0.0003586962,"domain_scores_codex":[0.997483,0.00008812325,0.000470883,0.0006237309,0.000579548,0.0007547418],"domain_scores_gemma":[0.9989728,0.0002099428,0.0002114256,0.0003567678,0.00001556213,0.0002334512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005678671,0.000285711,0.5961049,0.00003792119,0.0002878244,0.0001316844,0.00316067,0.01926322,0.003125334,0.002439978,0.3341882,0.04040674],"study_design_scores_gemma":[0.004701197,0.0006155634,0.02234113,0.00002340117,0.0001532414,0.0001600191,0.0008171521,0.009167837,0.001379739,0.002340882,0.9574974,0.0008024015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8846623,0.00165066,0.04484817,0.006908418,0.002781073,0.003616182,0.0008701521,0.001048407,0.05361469],"genre_scores_gemma":[0.98372,0.00002301919,0.005417117,0.0007407711,0.0004542078,0.0001709892,0.0003541675,0.00006108753,0.009058627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6233093,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170278728626636,"score_gpt":0.2540346247138561,"score_spread":0.2323318374275897,"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."}}