{"id":"W2178846604","doi":"10.1139/l2012-099","title":"Modelling and application of an uncovered freezing bed technology for septage treatment","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Snow; Environmental science; Snow removal; Snow cover; Environmental engineering; Hydrology (agriculture); Sewage treatment; Septic tank; Meteorology; Geotechnical engineering; Geology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000233535,0.0005696445,0.0005717063,0.000295683,0.0006838685,0.001055579,0.0007821281,0.001131218,0.001665597],"category_scores_gemma":[0.0003893705,0.0003793162,0.0007600047,0.0003054776,0.0003880389,0.000426347,0.0004015113,0.0004924639,0.0001877915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729529,"about_ca_system_score_gemma":0.001990139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09795431,"about_ca_topic_score_gemma":0.03854883,"domain_scores_codex":[0.9998872,0.00001732397,0.000006607498,0.00001975666,0.00002672176,0.00004241948],"domain_scores_gemma":[0.999872,0.00005036299,0.00001586504,0.000007520538,0.00003586422,0.00001836024],"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":[0.00003101349,0.00002437392,0.001134625,0.0000224402,0.000006170436,0.00005851618,0.00001782571,0.9939179,0.003449702,0.0002160595,0.00004551502,0.001075766],"study_design_scores_gemma":[0.00001491855,0.00008915342,0.001318542,0.000004796044,0.000009622712,0.00001679004,0.00003529445,0.9960536,0.00205796,0.0001495173,0.0002412534,0.00000858003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687483,0.0002266759,0.02087893,0.0001244443,0.00003982641,0.0001298085,0.0004722789,0.00008098618,0.009298639],"genre_scores_gemma":[0.9950845,0.0002127132,0.002642995,0.000008627761,0.000003425981,0.00005018872,0.0001234492,0.000007728574,0.001866386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09795431,"threshold_uncertainty_score":0.1947683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008254714864801616,"score_gpt":0.1875101583178249,"score_spread":0.1792554434530233,"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."}}