{"id":"W7046842656","doi":"","title":"Effects of low temperatures, freeze-thaw cycles, salinity and humic acids on the survivability of «Salmonella typhimurium» and its transport behavior in model subsurface granular media","year":2018,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Canada Research Chairs","keywords":"Salinity; Survivability; Groundwater; Granular material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001571901,0.0001610453,0.0001432993,0.0001054203,0.0001531734,0.0003508074,0.000147725,0.000184957,0.0007691057],"category_scores_gemma":[0.0003763167,0.00008298145,0.0001654719,0.00009034843,0.0002091707,0.0001638584,0.0001313379,0.000269419,0.00010161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158133,"about_ca_system_score_gemma":0.0002334034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005408587,"about_ca_topic_score_gemma":0.002900279,"domain_scores_codex":[0.9999356,0.00001086993,0.000005570584,0.00001782476,0.00001136297,0.0000187973],"domain_scores_gemma":[0.9997967,0.00009264101,0.00003898802,0.00001214372,0.00002875311,0.0000308721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001877289,0.0001129504,0.004264716,0.0001187093,0.00003734991,0.00009887339,0.00009964553,0.004403602,0.9831151,0.0001725924,0.0001888485,0.005510307],"study_design_scores_gemma":[0.00003257552,0.001258202,0.01500385,0.00001652457,0.00004852156,0.00006108365,0.0001433538,0.01234666,0.9703745,0.00009664012,0.0005933552,0.00002474474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992912,0.0001350884,0.0001796089,0.00002583608,0.000005303275,0.000003071968,0.0001515161,0.000009484942,0.000198838],"genre_scores_gemma":[0.9991635,0.0001195097,0.000214749,0.00001283812,0.000001486188,0.000003306366,0.0001446451,0.000004380056,0.0003356197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005408587,"threshold_uncertainty_score":0.01075423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363065333620657,"score_gpt":0.2381089950607757,"score_spread":0.2244783417245692,"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."}}