{"id":"W4409212732","doi":"10.3390/geosciences15040139","title":"Conceptual Analog for Evaluating Empirically and Explicitly the Evolving Shear Stress Along Active Rockslide Planes Using the Complete Stress–Displacement Surface Model","year":2025,"lang":"en","type":"article","venue":"Geosciences","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"Rockslide; Displacement (psychology); Shear (geology); Shear stress; Stress (linguistics); Geology; Structural engineering; Geometry; Mathematics; Mechanics; Geotechnical engineering; Physics; Engineering; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007309567,0.0001598294,0.000159384,0.00002048852,0.001530433,0.0001773674,0.0004718956,0.00005627189,0.0000757998],"category_scores_gemma":[0.00009737148,0.00008001601,0.00005030477,0.000275906,0.0007665661,0.0002346316,0.0003614443,0.0001525804,0.000002330196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000840443,"about_ca_system_score_gemma":0.00007018614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860855,"about_ca_topic_score_gemma":0.000859143,"domain_scores_codex":[0.998383,0.0001017988,0.0002380019,0.0004143337,0.0004590325,0.0004037849],"domain_scores_gemma":[0.999085,0.0005013465,0.0001209386,0.0002080142,0.00002642005,0.00005825968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004837741,0.00003256921,0.06348266,0.00001008177,0.00003861203,0.000001059297,0.005599183,0.9223306,0.005031028,0.0003519334,0.0004574488,0.002616482],"study_design_scores_gemma":[0.0002691598,0.00007576907,0.02098858,0.00006118185,0.00006284894,0.000002541447,0.008432242,0.9684401,0.0006103002,0.0006184996,0.0003001029,0.0001387236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813234,0.00040851,0.01571164,0.000941821,0.0001447021,0.0005314875,0.0001236116,0.00001757346,0.0007972372],"genre_scores_gemma":[0.9968324,0.00004011147,0.002433383,0.0003451372,0.0000208306,0.00001890954,0.000007700763,0.000005695375,0.0002958035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04610949,"threshold_uncertainty_score":0.9997694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799776582607219,"score_gpt":0.3207936154654072,"score_spread":0.2727958496393351,"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."}}