{"id":"W2752451234","doi":"10.3390/d9030036","title":"In Situ Cultured Bacterial Diversity from Iron Curtain Cave, Chilliwack, British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"Diversity","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Native Mental Health Association of Canada; Thompson Rivers University","funders":"","keywords":"Biology; Firmicutes; Antimicrobial; Stenotrophomonas; Microbiology; Cave; Actinobacteria; Proteobacteria; Bacteroidetes; Population; Stenotrophomonas maltophilia; Multiple drug resistance; 16S ribosomal RNA; Bacteria; Ecology; Pseudomonas aeruginosa; Drug resistance; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002275709,0.0007563672,0.0006840827,0.002241375,0.004303822,0.001648884,0.0007991137,0.0004656923,0.002084113],"category_scores_gemma":[0.0004187715,0.0003918215,0.00031496,0.002927154,0.0007549749,0.0002843617,0.0007467968,0.0004983983,0.0006276701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005687268,"about_ca_system_score_gemma":0.01169998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9167839,"about_ca_topic_score_gemma":0.9759276,"domain_scores_codex":[0.9991555,0.00001671534,0.00002492869,0.000226414,0.0003273253,0.0002491592],"domain_scores_gemma":[0.9994629,0.00002221016,0.00004469588,0.00001080179,0.0003555018,0.0001038504],"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":[0.0007193533,0.0001792404,0.3463766,0.0009788898,0.0001206374,0.003610393,0.007168526,0.0003806647,0.5890926,0.0003235207,0.005592296,0.04545731],"study_design_scores_gemma":[0.00001948619,0.0001934514,0.9470534,0.0002024266,0.00009407521,0.001041407,0.009234216,0.0004933702,0.0223407,0.00005945937,0.01919482,0.00007312428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743297,0.001963901,0.0009179448,0.0002292197,0.00006586773,0.0002290455,0.007624617,0.00006353526,0.0145762],"genre_scores_gemma":[0.9665205,0.00197689,0.004910556,0.0003941705,0.00002697875,0.0001856699,0.006916961,0.00005002606,0.01901832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08321607,"threshold_uncertainty_score":0.1674122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102991295398614,"score_gpt":0.1658857993205493,"score_spread":0.1548558863665632,"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."}}