{"id":"W4246819487","doi":"10.1007/978-1-4020-3995-9_545","title":"Soil mineralogy","year":2007,"lang":"en","type":"book-chapter","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Geology; Environmental science; Geochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003531901,0.001208667,0.001970893,0.001521281,0.001081186,0.0002317952,0.00289737,0.0007349241,0.01104539],"category_scores_gemma":[0.0005912594,0.001030756,0.0007054716,0.001145997,0.01037979,0.002144872,0.0006829249,0.0008030365,0.0005674401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605277,"about_ca_system_score_gemma":0.002057814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050385,"about_ca_topic_score_gemma":0.01024504,"domain_scores_codex":[0.9900187,0.0001470493,0.002870891,0.002164882,0.00310279,0.001695738],"domain_scores_gemma":[0.9940263,0.001000023,0.002467973,0.0011166,0.0008232316,0.0005658686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009561443,0.001558737,0.0179968,0.001968573,0.0004161215,0.0005232441,0.00853441,0.01021868,0.0853814,0.8190294,0.0298067,0.02360979],"study_design_scores_gemma":[0.0007392241,0.003766761,0.00302077,0.0009740008,0.0002288896,0.0002267864,0.0007449032,0.000238229,0.009095551,0.01716953,0.9613844,0.002410947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.107939,0.001823586,0.00005657701,0.0003719748,0.005289863,0.0006370062,0.0003309936,0.000132335,0.8834187],"genre_scores_gemma":[0.02255008,0.0176013,0.01926425,0.000338275,0.002080058,0.0000418331,0.00006277618,0.0001336394,0.9379278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9315777,"threshold_uncertainty_score":0.9992143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274226780090445,"score_gpt":0.2800482349638043,"score_spread":0.2473059671628998,"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."}}