{"id":"W6922213050","doi":"10.11575/prism/47633","title":"Characterizing Physical and Hydrotechnical Properties of Sediments Surrounding Soap Hole Features Near Didsbury, Alberta, Canada","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Bedrock; Sedimentary rock; Piezometer; Slumping; Hydrogeology; Electrical resistivity tomography; Permafrost; Atterberg limits","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521525,0.0003279543,0.0001556905,0.001250406,0.00184751,0.0007776042,0.0005885081,0.0002102785,0.001055347],"category_scores_gemma":[0.0003778176,0.0001795314,0.000116159,0.001472905,0.000615968,0.0001725411,0.0004021167,0.0001899055,0.0001966898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007535468,"about_ca_system_score_gemma":0.007329672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9690719,"about_ca_topic_score_gemma":0.9936109,"domain_scores_codex":[0.9997595,0.000006664086,0.000006109876,0.00004138581,0.0001333822,0.00005306158],"domain_scores_gemma":[0.9996674,0.00001584375,0.00002882121,0.000008053318,0.0002244944,0.00005535269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002202678,0.0000854297,0.9129869,0.0001208528,0.00004858871,0.001656344,0.003075613,0.002212023,0.02661108,0.0003320626,0.001662617,0.05098825],"study_design_scores_gemma":[0.00000565449,0.0000241825,0.9939355,0.00001667181,0.00000866856,0.00006876875,0.001891803,0.0009119076,0.001102098,0.00003425249,0.001993449,0.000007099959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916727,0.0001565005,0.0005682116,0.00006917486,0.00000563676,0.00006455109,0.001179693,0.00003386297,0.006249609],"genre_scores_gemma":[0.9929084,0.0001806616,0.00118037,0.00004254631,0.00000292971,0.00001737335,0.001043031,0.00000686983,0.004617795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03092813,"threshold_uncertainty_score":0.06222051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174389617403093,"score_gpt":0.2573203675454288,"score_spread":0.2355764713713978,"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."}}