{"id":"W2057234232","doi":"10.4141/cjss09032","title":"Hydrostatics of frozen soil","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frost heaving; Water content; Void ratio; Moisture; Envelope (radar); Soil science; Frost (temperature); Soil water; Geotechnical engineering; Porosity; Chemistry; Mechanics; Environmental science; Geology; Geomorphology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001389485,0.0002851866,0.0002041416,0.001134519,0.0004270794,0.0007754593,0.0005852523,0.0002078706,0.00467941],"category_scores_gemma":[0.0006038581,0.0001762761,0.0001991563,0.0006837588,0.001273885,0.0008722292,0.0006985096,0.0005537816,0.0005544674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008214493,"about_ca_system_score_gemma":0.0005809895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005436312,"about_ca_topic_score_gemma":0.004003439,"domain_scores_codex":[0.9998826,0.00001338184,0.000004532579,0.00002270101,0.00005836112,0.0000183811],"domain_scores_gemma":[0.9998864,0.00002780431,0.00002032442,0.00001249465,0.00003686657,0.00001605753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006324006,0.00002571743,0.00540827,0.0003624317,0.00002216032,0.0008804253,0.0006352213,0.02948129,0.03618821,0.7924747,0.003014505,0.1314439],"study_design_scores_gemma":[0.00003361607,0.0001752954,0.03630134,0.0001573485,0.00003436845,0.002990311,0.0007185041,0.05389048,0.02256312,0.7372408,0.1457654,0.0001294199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3727251,0.03014402,0.2983536,0.002105536,0.0007183507,0.0001857036,0.002220469,0.0008297404,0.2927175],"genre_scores_gemma":[0.9567763,0.005738284,0.007587933,0.0001281259,0.0002993642,0.00003978324,0.0003599852,0.00008907136,0.02898105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005436312,"threshold_uncertainty_score":0.01565421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305231320050566,"score_gpt":0.2231335747958604,"score_spread":0.2000812615953547,"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."}}