{"id":"W2256670056","doi":"10.3844/ajbbsp.2015.45.56","title":"Characterization of Fungal Communities in Limed and Unlimed Lands Contaminated with Metals: Phospholipid Fatty Acid (PLFA) Analysis and Soil Respiration","year":2015,"lang":"en","type":"article","venue":"American journal of biochemistry & biotechnology/American journal of biochemistry and biotechnology","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Soil water; Abundance (ecology); Lime; Soil pH; Chemistry; Fatty acid; Soil test; Biomass (ecology); Environmental chemistry; Ecology; Biology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00130909,0.0003943469,0.001347407,0.0005197998,0.00007847989,0.0000283622,0.0005427695,0.0004594582,0.0000186966],"category_scores_gemma":[0.0002580789,0.0003228166,0.0001192237,0.001745321,0.007660305,0.0001858347,0.0003197944,0.001025131,4.291053e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174253,"about_ca_system_score_gemma":0.0001101934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002144844,"about_ca_topic_score_gemma":0.00003321786,"domain_scores_codex":[0.9973716,0.0001917143,0.001230619,0.0003629471,0.0004421767,0.0004009728],"domain_scores_gemma":[0.9961686,0.0001004688,0.002883533,0.0004630736,0.0001079422,0.0002764169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007064153,0.0001860022,0.05201813,0.00002472046,0.0004488046,0.00005668104,0.0002790948,0.00002427976,0.8986632,0.00000245615,0.000004071968,0.04758612],"study_design_scores_gemma":[0.001288105,0.002986696,0.01230306,0.0001106947,0.0004781154,0.001730119,0.007138643,0.0001216709,0.9733281,0.00001883207,0.0001805097,0.0003154583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947925,0.0008396522,0.001767147,0.002412265,0.00003009508,0.00009224909,0.00003147211,0.00001959528,0.00001500409],"genre_scores_gemma":[0.991958,0.002563734,0.005307327,0.00009275856,0.00003033979,0.000003417945,0.00001443767,0.00002134382,0.000008650063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07466488,"threshold_uncertainty_score":0.9999224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007013334286932613,"score_gpt":0.2137039501750954,"score_spread":0.2066906158881628,"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."}}