{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004946622,0.0003851095,0.0003486839,0.001968419,0.0004776838,0.0004379796,0.0004632282,0.0002005212,0.00212686],"category_scores_gemma":[0.0007616262,0.000212481,0.0002358948,0.001430361,0.0002481191,0.0005531007,0.000452785,0.0004637037,0.0006950831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005056397,"about_ca_system_score_gemma":0.0002924794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003819861,"about_ca_topic_score_gemma":0.01271762,"domain_scores_codex":[0.9992981,0.00003195045,0.0000331451,0.0001657747,0.0004079741,0.00006300462],"domain_scores_gemma":[0.999405,0.00007882093,0.0001496924,0.00003297026,0.0003071378,0.00002636004],"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":[0.00038283,0.00006689995,0.07897663,0.0003999414,0.00006675414,0.0002275476,0.0006866914,0.0007073443,0.846375,0.0003134025,0.001019101,0.07077784],"study_design_scores_gemma":[0.000009736724,0.0001936001,0.3200151,0.0000510288,0.0000864218,0.0004006674,0.0007217411,0.008699764,0.6552467,0.0008262206,0.01368923,0.00005981971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416553,0.001098903,0.04005967,0.00007045464,0.0000434558,0.0002266031,0.007139604,0.0007476024,0.00895838],"genre_scores_gemma":[0.9487849,0.0008947897,0.03544504,0.0001056743,0.00001701577,0.0003107494,0.004354397,0.0003821087,0.009705291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003819861,"threshold_uncertainty_score":0.007595241,"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."}}