{"id":"W4211259805","doi":"10.1007/978-1-4939-2493-6_944-1","title":"Nutrient Bioextraction","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nutrient; Environmental science; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002967977,0.001124919,0.0007114225,0.0008164751,0.0005188942,0.001100118,0.001046546,0.0006728063,0.01983131],"category_scores_gemma":[0.000199503,0.0004539947,0.0005220685,0.0009357839,0.0003905532,0.001235421,0.001472492,0.00164816,0.02482452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005798241,"about_ca_system_score_gemma":0.0004655651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006878033,"about_ca_topic_score_gemma":0.001856432,"domain_scores_codex":[0.9996823,0.000012318,0.00001106662,0.0000962908,0.0001731048,0.00002484159],"domain_scores_gemma":[0.9999416,0.00001585856,0.000004577958,0.00001468581,0.00001757584,0.000005818897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006616278,0.00009260936,0.0001602547,0.000932877,0.00002512259,0.0001635494,0.00009863725,0.000519303,0.50401,0.01189803,0.03332872,0.4487048],"study_design_scores_gemma":[0.00000626442,0.00005140693,0.0004424764,0.0001010345,0.00001753967,0.0004517199,0.00003731579,0.0008423993,0.490134,0.004372171,0.5035162,0.00002741379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02238309,0.05952289,0.4116985,0.002007043,0.003555789,0.000499819,0.004801252,0.005977566,0.489554],"genre_scores_gemma":[0.04721766,0.03355677,0.09509598,0.001399594,0.0003406255,0.0003938969,0.005084025,0.0009177009,0.8159937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01983131,"threshold_uncertainty_score":0.06634229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010736888755714,"score_gpt":0.2455678871126427,"score_spread":0.2054605182250855,"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."}}