{"id":"W2012932417","doi":"10.1111/j.1574-6941.2011.01212.x","title":"Evaluation of microbial biofilm communities from an Alberta oil sands tailings pond","year":2011,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada); University of Calgary","funders":"Genome British Columbia; Genome Alberta; Ministry of Advanced Education, Government of Alberta; Genome Canada; Government of Alberta; University of Calgary","keywords":"Tailings; Biofilm; Biology; Microbial population biology; Temperature gradient gel electrophoresis; Oil sands; Microbial ecology; Ecology; Bioremediation; Environmental chemistry; 16S ribosomal RNA; Bacteria; Contamination; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002676249,0.0004339609,0.0002985852,0.0006330027,0.00102814,0.0005100559,0.0002731385,0.0002974943,0.0003935847],"category_scores_gemma":[0.0002368651,0.0001643061,0.0002064579,0.0005317757,0.0002983015,0.0001888025,0.0004695605,0.000275763,0.0001326327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006878109,"about_ca_system_score_gemma":0.001400344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1199303,"about_ca_topic_score_gemma":0.2376862,"domain_scores_codex":[0.999746,0.00001322945,0.00001109836,0.00004154113,0.0001336773,0.00005445558],"domain_scores_gemma":[0.9998679,0.00001563375,0.00001164431,0.000004120214,0.00005832271,0.00004238966],"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":[0.0001125138,0.00005693232,0.00862379,0.00005994311,0.000005997241,0.0001822126,0.0004076553,0.0001620308,0.9869857,0.000023518,0.00003687905,0.003342818],"study_design_scores_gemma":[0.00003219521,0.001395486,0.3463319,0.0000377016,0.00006937117,0.0003466799,0.003271217,0.002912987,0.6428212,0.00008333411,0.002660349,0.00003763388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988334,0.00006790229,0.0002954451,0.0000162872,0.000003536763,0.00003392326,0.0002327803,0.000009512094,0.0005072679],"genre_scores_gemma":[0.9915442,0.0004073165,0.0044014,0.00003712837,0.0000050061,0.00004459013,0.0008380192,0.000008200359,0.002714172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8800697,"threshold_uncertainty_score":0.2384644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142371671739851,"score_gpt":0.2518705761704814,"score_spread":0.2104468594530829,"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."}}