{"id":"W2910495039","doi":"10.4095/221164","title":"Effects of sample drying on phase distribution of elements in lake-sediment cores","year":2005,"lang":"en","type":"report","venue":"","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Sediment; Sample (material); Sediment core; Distribution (mathematics); Geology; Environmental science; Hydrology (agriculture); Geomorphology; Chemistry; Mathematics; Geotechnical engineering; Chromatography","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":[0.0010154,0.0004630904,0.0003104039,0.0004524773,0.0004533331,0.0004311366,0.0002365252,0.0002702577,0.001187949],"category_scores_gemma":[0.002493931,0.0002949408,0.000301855,0.0004210618,0.0005372034,0.0002413504,0.0003630018,0.000416855,0.0002560311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541414,"about_ca_system_score_gemma":0.0002782482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260729,"about_ca_topic_score_gemma":0.00453896,"domain_scores_codex":[0.9992988,0.0001253937,0.00009161303,0.0001743428,0.0002355546,0.00007437567],"domain_scores_gemma":[0.9988388,0.0004838223,0.0001943221,0.0001311293,0.0002919757,0.00005991909],"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":[0.0007707635,0.00006034323,0.006617688,0.0001364697,0.00005128399,0.0001026626,0.0002372393,0.000269394,0.985855,0.0000454305,0.0000789142,0.005774871],"study_design_scores_gemma":[0.00002832892,0.0009637989,0.09574064,0.00002475631,0.00009471003,0.000252996,0.0001924468,0.001184639,0.898587,0.00006931025,0.002843014,0.00001840954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908087,0.00114804,0.005567935,0.00006665512,0.00006444412,0.0001380341,0.0005924199,0.0001443061,0.001469411],"genre_scores_gemma":[0.9810652,0.001154752,0.01403715,0.0003029086,0.00003356519,0.0001613549,0.001430348,0.0003159366,0.001498739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002260729,"threshold_uncertainty_score":0.005369961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186042926679616,"score_gpt":0.3139426712525688,"score_spread":0.2920822419857726,"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."}}