{"id":"W2516793494","doi":"10.1098/rsif.2016.0210","title":"Putting life on ice: bacteria that bind to frozen water","year":2016,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Lady Davis Fellowship Trust, Hebrew University of Jerusalem; European Research Council; Canadian Institutes of Health Research; Israel Science Foundation","keywords":"Bacterial adhesin; Bacteria; Chemistry; Ice nucleus; Ice crystals; Biophysics; Cell biology; Biology; Microbiology; Biochemistry; Escherichia coli; 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":[0.0001294325,0.0003913502,0.0003136811,0.0001475579,0.0003519029,0.0005454373,0.0002868631,0.0004616904,0.001087029],"category_scores_gemma":[0.0002594176,0.0001908023,0.0002536471,0.000125499,0.0003336685,0.0004190495,0.0007886678,0.0005783643,0.0006614513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254841,"about_ca_system_score_gemma":0.0002166585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148914,"about_ca_topic_score_gemma":0.001060984,"domain_scores_codex":[0.9998389,0.0000192614,0.000005432735,0.00002966072,0.00004494158,0.00006170935],"domain_scores_gemma":[0.9999045,0.00001381477,0.00002213324,0.00001146531,0.00001740213,0.00003056792],"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":[0.00004710984,0.00001801856,0.001116791,0.00007332258,0.00000447746,0.0001136028,0.0001344771,0.00005737027,0.9935449,0.0002315579,0.0001487626,0.004509444],"study_design_scores_gemma":[0.000008945836,0.0004214682,0.0115942,0.00007116361,0.00002761407,0.0007992941,0.0005181343,0.00170254,0.972798,0.0005250612,0.01151703,0.000016539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837189,0.00322503,0.0082239,0.0004561802,0.0001382424,0.00004052309,0.0000967037,0.0001008617,0.003999698],"genre_scores_gemma":[0.9823148,0.002345727,0.008221864,0.0004363526,0.00003768756,0.000033491,0.0002188758,0.00004028414,0.006350807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001148914,"threshold_uncertainty_score":0.003636539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112374111500904,"score_gpt":0.2365226662348129,"score_spread":0.2252852550847225,"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."}}