{"id":"W2205358612","doi":"10.82308/7055","title":"Dynamic process model of palsa genesis and development based on geomorphologic investigations at the Boundary Ridge Palsa Bog near Schefferville, Quebec","year":2004,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Composite Material Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constitutive equation; Weighting; Geology; Test data; Computer science; Geotechnical engineering; Structural engineering; Engineering; Finite element method; Acoustics","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":[0.0005174508,0.0008479505,0.0007284135,0.0002799439,0.001262272,0.000137889,0.0005715651,0.0006816135,0.0001241755],"category_scores_gemma":[0.0002130182,0.0007875026,0.0001459347,0.0003208621,0.0001238506,0.0002194021,0.0001276896,0.0008294628,0.00006942077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138536,"about_ca_system_score_gemma":0.0002283306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004320209,"about_ca_topic_score_gemma":0.0104411,"domain_scores_codex":[0.9969605,0.0001178656,0.0009263069,0.0007613436,0.0006979846,0.0005360447],"domain_scores_gemma":[0.9982088,0.0001788643,0.0003653209,0.0007282906,0.0002778089,0.000240919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003141914,0.0001654818,0.00002472757,0.003231907,0.0003583028,0.00003706328,0.00009157737,0.487007,0.4753428,0.01017386,0.000001620924,0.0232515],"study_design_scores_gemma":[0.002100173,0.0002580183,0.002023268,0.002272764,0.0005328459,0.00003041035,0.0001858194,0.1479209,0.8270431,0.01174913,0.003113273,0.002770334],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945845,0.0004855132,0.000009253962,0.00002137454,0.0005037753,0.0009944539,0.001487012,0.0003643654,0.001549734],"genre_scores_gemma":[0.9933787,0.0001317896,0.003855311,0.0001372208,0.00000823272,0.000289279,0.001654411,0.0002578678,0.0002871605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3517003,"threshold_uncertainty_score":0.9994576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377436515126101,"score_gpt":0.2160710899008257,"score_spread":0.2022967247495647,"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."}}