{"id":"W2074954384","doi":"10.1111/j.1462-2920.2006.01066.x","title":"Ice‐active characteristics of soil bacteria selected by ice‐affinity","year":2006,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Ice nucleus; Antifreeze protein; Sea ice; Paenibacillus; Flavobacterium; Bacteria; Microorganism; Ecology; 16S ribosomal RNA; Chemistry; Oceanography; Biochemistry; Pseudomonas; Genetics; Geology","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":[0.0001674096,0.0004060163,0.0002852608,0.000341682,0.0001757012,0.0004125835,0.0001396935,0.0001990905,0.0005604551],"category_scores_gemma":[0.000318042,0.0001267463,0.000173778,0.0002903601,0.0001269849,0.0001720143,0.0003607742,0.0002044013,0.0002819166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007815641,"about_ca_system_score_gemma":0.0001421117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007167,"about_ca_topic_score_gemma":0.001393566,"domain_scores_codex":[0.999759,0.00003282201,0.00002197922,0.00004881449,0.0000671383,0.00007031888],"domain_scores_gemma":[0.9997388,0.00005907606,0.00004896073,0.00001926739,0.00007064345,0.0000632303],"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":[0.00007734246,0.00004227518,0.006119757,0.00003010916,0.000004853865,0.00003650258,0.00003814552,0.00002550265,0.9918978,0.00001241264,0.0000163799,0.001698807],"study_design_scores_gemma":[0.00002432024,0.001445264,0.1920067,0.00001774807,0.00004374434,0.0009255133,0.0003948817,0.0005995685,0.802998,0.00005348966,0.0014767,0.00001408216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978757,0.0002540972,0.0007773594,0.00001766583,0.000004977538,0.00003725578,0.0003868425,0.00001012592,0.0006359864],"genre_scores_gemma":[0.9936469,0.0003299526,0.003204921,0.00005353772,0.00001116141,0.00005120253,0.001539475,0.0000138684,0.001148947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001007167,"threshold_uncertainty_score":0.002002537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003231822364404532,"score_gpt":0.1823507354843196,"score_spread":0.1791189131199151,"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."}}