{"id":"W6991276441","doi":"","title":"Fluvial erosion of St-Lawrence and Ottawa River valleys clays: erosion mechanics, critical shear stress and geotechnical properties","year":2022,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erosion; Fluvial; Internal erosion; Shear stress; Water erosion; Shear (geology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002356263,0.000276575,0.0004122457,0.00008994529,0.0001175386,0.00008694645,0.000308743,0.0002874121,0.0003636404],"category_scores_gemma":[0.00008518126,0.0002691501,0.0000464981,0.00008519983,0.00006190407,0.0001796796,0.0001593784,0.0005174117,0.000006324191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004929366,"about_ca_system_score_gemma":0.00004136363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009124804,"about_ca_topic_score_gemma":0.00006175539,"domain_scores_codex":[0.9986872,0.00004245744,0.000369038,0.0003849538,0.0002817045,0.0002346237],"domain_scores_gemma":[0.9994848,0.00006523549,0.00004263284,0.000247967,0.00005264628,0.0001067653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001478323,0.001182807,0.0001928017,0.009080889,0.0005210068,0.000165898,0.02243391,0.1195585,0.6050343,0.005653418,0.004011996,0.2306861],"study_design_scores_gemma":[0.005262205,0.002757177,0.01018342,0.01523055,0.001303777,0.0001100026,0.008998294,0.6140023,0.3054262,0.001738284,0.02897874,0.006008988],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988972,0.004032273,0.002108383,0.00005200191,0.001232119,0.0009696921,0.0005401555,0.00005395484,0.002039409],"genre_scores_gemma":[0.9962342,0.0004942302,0.002279684,0.000002352013,0.00004583365,0.00004547269,0.0003492551,0.00006162734,0.0004873173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4944438,"threshold_uncertainty_score":0.9999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019729774526827,"score_gpt":0.2586506067959809,"score_spread":0.2384533090507126,"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."}}