{"id":"W1984919163","doi":"10.4141/cjss09007","title":"Soil mineral structural water loss during loss on ignition analyses","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; National Science Foundation","keywords":"Loss on ignition; Environmental science; Soil test; Loam; Soil water; Soil science; Environmental chemistry; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004698781,0.0001563044,0.0002118475,0.0005341936,0.000734453,0.0004438318,0.0005425405,0.00004613871,0.0006183345],"category_scores_gemma":[0.0001298942,0.0001065667,0.0001130061,0.0003555423,0.000504709,0.001043173,0.00001405854,0.0002199642,0.00007778505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003602698,"about_ca_system_score_gemma":0.0006527971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008632359,"about_ca_topic_score_gemma":0.02719937,"domain_scores_codex":[0.9981906,0.00003837506,0.0004082357,0.0002432978,0.0004705316,0.000648994],"domain_scores_gemma":[0.998444,0.00002117796,0.000165217,0.0001998202,0.0004101515,0.0007596971],"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":[0.00002595874,0.00001167451,0.001490742,0.000003945379,0.000004018703,0.0003590671,0.000719979,0.007942743,0.9885614,0.0002131661,0.0002839264,0.0003833969],"study_design_scores_gemma":[0.0004641841,0.0003032531,0.1112787,0.0001241941,0.00002563004,0.001316348,0.0002656919,0.000632701,0.8832964,0.001758192,0.000222204,0.0003124346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955026,0.00003564768,0.00001041138,0.001798938,0.001055521,0.00003574723,0.00001631551,0.000009046546,0.001535786],"genre_scores_gemma":[0.9987736,0.000005300092,0.00009690638,0.0004019324,0.0003725737,6.185358e-7,0.000001676966,0.000006426402,0.0003410115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109788,"threshold_uncertainty_score":0.9979693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101962198372582,"score_gpt":0.3008982624600307,"score_spread":0.2698786404763049,"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."}}