{"id":"W2196056025","doi":"","title":"Fate of limestone dissolution products in acidic metalcontaminated soil mesocosms","year":2014,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesocosm; Dissolution; Environmental chemistry; Environmental science; Soil pH; Chemistry; Soil science; Soil water; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002296894,0.0002790393,0.0004136023,0.000539689,0.00007982458,0.00001247122,0.0004162934,0.0003226175,0.0005676753],"category_scores_gemma":[0.00004566708,0.00030231,0.0001290841,0.001058392,0.0001701256,0.0002687838,0.00009368851,0.0002872464,0.00007279707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002271413,"about_ca_system_score_gemma":0.00004103702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283108,"about_ca_topic_score_gemma":0.02010072,"domain_scores_codex":[0.9983566,0.0001418929,0.000317301,0.0005217827,0.0003688616,0.0002935157],"domain_scores_gemma":[0.9990466,0.00001924031,0.0004461019,0.0003649776,0.00004715466,0.00007595841],"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":[0.0007414207,0.001743278,0.003752684,0.001454843,0.0004398238,0.0003651268,0.014985,0.0003566213,0.9171021,0.005393311,0.01158443,0.04208135],"study_design_scores_gemma":[0.001898936,0.0003901623,0.01371897,0.0005126265,0.000616511,0.000005286402,0.008317512,0.0003436455,0.9406135,0.0003726864,0.03189085,0.001319279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966244,0.0001782733,0.0007870728,0.0001196925,0.0003790851,0.0007128214,0.00001929004,0.0001363156,0.03142342],"genre_scores_gemma":[0.9318758,0.0001733047,0.0003199674,0.000009522948,0.00002947058,0.000003221411,0.001296955,0.0000274437,0.06626429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04076207,"threshold_uncertainty_score":0.9999429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006397659256112554,"score_gpt":0.199877550988451,"score_spread":0.1934798917323385,"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."}}