{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001076404,0.00007025426,0.00014624,0.000008409399,0.001936698,0.0004427846,0.0004364453,0.000071506,0.002659809],"category_scores_gemma":[0.00003981112,0.0001034634,0.00002779329,0.00002695939,0.00005705101,0.0004481123,0.0004440036,0.00007562392,0.00002569768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002743824,"about_ca_system_score_gemma":0.0000601693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997594,"about_ca_topic_score_gemma":0.9998648,"domain_scores_codex":[0.9992211,0.00004767535,0.00009023634,0.0002367014,0.0002083354,0.0001959686],"domain_scores_gemma":[0.9995666,0.00002018721,0.0001035979,0.000195295,0.00002716328,0.00008720001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002439105,0.000007634804,0.9858397,0.000003845022,0.000007014759,0.00009022754,0.0001359193,0.000008856253,0.0001033763,6.751422e-7,0.01215446,0.001623887],"study_design_scores_gemma":[0.0004607828,0.00001091646,0.9962412,0.00001238806,0.00001230319,0.00000118194,0.00008874098,0.00003005961,0.00004422105,0.0002158709,0.002741066,0.0001412968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957758,0.00002525263,0.0000010031,0.0002090463,0.001344992,0.00009124367,0.001214654,0.0000128737,0.001325133],"genre_scores_gemma":[0.9987924,0.00002883028,0.00005200068,0.0002498114,0.0001430516,1.089594e-7,0.0003422407,0.000001175279,0.0003903726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040146,"threshold_uncertainty_score":0.9993626,"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."}}