{"id":"W7029925261","doi":"","title":"Locating social perspectives relevant to genomically-enhanced bioremediation strategies","year":2023,"lang":"en","type":"other","venue":"University Library (University of Saskatchewan)","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioremediation; Genomics; Wetland; Variety (cybernetics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062042,0.0002236139,0.0001465571,0.001462239,0.004933809,0.007525798,0.0005751742,0.001193445,0.02478012],"category_scores_gemma":[0.004448101,0.0001155058,0.00018663,0.002535739,0.003226914,0.002802629,0.002939422,0.001147589,0.001568218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082874,"about_ca_system_score_gemma":0.01306074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1291746,"about_ca_topic_score_gemma":0.379018,"domain_scores_codex":[0.998985,0.0005250925,0.00001969481,0.00006006964,0.0002050724,0.0002051104],"domain_scores_gemma":[0.996711,0.001747737,0.0002726952,0.0001256792,0.0005798947,0.0005629802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001741953,0.000186489,0.02760201,0.0006216349,0.00004012357,0.00229871,0.08655232,0.002003748,0.006961319,0.3828152,0.1533275,0.3374167],"study_design_scores_gemma":[0.000020301,0.00003051407,0.01400451,0.0002940258,0.00002902637,0.000153498,0.2485382,0.001299844,0.002301449,0.09891635,0.6343742,0.00003806272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1165826,0.001639969,0.01475217,0.08696309,0.0003789118,0.0001359237,0.001598348,0.0001708881,0.7777781],"genre_scores_gemma":[0.9036479,0.002738825,0.0120677,0.003692992,0.000110283,0.0001175344,0.0007096496,0.0001214774,0.07679354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1291746,"threshold_uncertainty_score":0.2568454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005119161844385091,"score_gpt":0.1664621933393879,"score_spread":0.1613430314950028,"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."}}