{"id":"W4387706610","doi":"10.3897/aca.6.e108268","title":"Microbial Community Dynamics in Base Mine Lake, the First End-Pit Lake in the Alberta Oil sands Industry","year":2023,"lang":"en","type":"article","venue":"ARPHA Conference Abstracts","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tailings; Oil sands; Surface mining; Land reclamation; Ecology; Environmental science; Tailings dam; Beaver; Ecological succession; Habitat; Wetland; Geography; Biology; Coal mining; Archaeology; Asphalt","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007896543,0.0001967383,0.0002120617,0.0001875257,0.0001604774,0.0001242159,0.0006554635,0.0002322505,0.0002810318],"category_scores_gemma":[0.0001596194,0.0001364175,0.00006723127,0.0009521495,0.00009086695,0.0001815233,0.00007553103,0.001483691,0.0001628235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005253539,"about_ca_system_score_gemma":0.00005786298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003411737,"about_ca_topic_score_gemma":0.8553498,"domain_scores_codex":[0.998755,0.0001466779,0.000391535,0.0001435952,0.0002052755,0.0003579222],"domain_scores_gemma":[0.9987972,0.0005131398,0.00005188804,0.0005427766,0.00003359536,0.00006143635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005727184,0.0006064879,0.05115455,0.0002935972,0.0002280458,0.0003641071,0.03197028,0.8910154,0.001367581,0.001489694,0.01104228,0.0104107],"study_design_scores_gemma":[0.002260923,0.0000588193,0.3661375,0.0003479399,0.00007771248,0.00002798343,0.01701601,0.569149,0.0009021153,0.0004707828,0.04260239,0.0009487902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687255,0.00001512376,0.000007758376,0.005162192,0.0001164625,0.00008709828,0.00004134875,0.00007542577,0.02576906],"genre_scores_gemma":[0.9984105,0.0001258269,0.000005084693,0.0003822584,0.00004636652,0.00004128059,0.0003263934,0.00001992925,0.0006423715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8519381,"threshold_uncertainty_score":0.6445982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827188008599789,"score_gpt":0.2381133310153987,"score_spread":0.2098414509294008,"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."}}