{"id":"W2105273880","doi":"10.1128/aem.72.3.1784-1792.2006","title":"Freeze-Thaw Tolerance and Clues to the Winter Survival of a Soil Community","year":2006,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Queen's University","funders":"University of Calgary","keywords":"Biology; Bacteria; Strain (injury); Microbial population biology; Population; Microorganism; Antifreeze protein; Ice crystals; Desiccation; Microbiology; Botany; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002015152,0.0002434447,0.0001817935,0.0004816888,0.0002806551,0.0004928149,0.0002048818,0.0003207487,0.000511801],"category_scores_gemma":[0.0003868424,0.0001339868,0.0001562986,0.0003059921,0.0002218464,0.0003406823,0.0002896945,0.0002139789,0.0001457031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764629,"about_ca_system_score_gemma":0.0001775635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386173,"about_ca_topic_score_gemma":0.003802364,"domain_scores_codex":[0.9998723,0.00001490282,0.00001151367,0.00004581574,0.00002469378,0.00003070577],"domain_scores_gemma":[0.9997589,0.00003614972,0.00007647059,0.00001687476,0.00006166828,0.00005000002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001945715,0.00001781083,0.06066687,0.00004666261,0.00001334618,0.00007598795,0.0002506108,0.00005934944,0.9346012,0.00002709964,0.00001574768,0.004030715],"study_design_scores_gemma":[0.000006857373,0.0004782864,0.8667125,0.00002308416,0.00003833496,0.0004815571,0.001028676,0.0005790579,0.1293212,0.0001302729,0.001184001,0.00001629438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988182,0.0003375722,0.0004135158,0.00001487419,0.000002729699,0.000007780031,0.0001602143,0.000006766592,0.000238418],"genre_scores_gemma":[0.997993,0.0003201865,0.0009534986,0.00002591811,0.000006230356,0.00001110065,0.0004639153,0.000004930366,0.0002213046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002386173,"threshold_uncertainty_score":0.00474453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005736319261135378,"score_gpt":0.1892779379655077,"score_spread":0.1835416187043723,"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."}}