{"id":"W2105882551","doi":"10.1346/ccmn.2001.0490506","title":"Baseline Studies of the Clay Minerals Society Source Clays: Layer-Charge Determination and Characteristics of Those Minerals Containing 2:1 Layers","year":2001,"lang":"en","type":"article","venue":"Clays and Clay Minerals","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Clay minerals; Silicate; Layer (electronics); Biogeosciences; Adsorption; Charge (physics); Mineralogy; Geology; Polar; Silicate minerals; Chemistry; Inorganic chemistry; Organic chemistry; Earth science; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.00137422,0.0004855163,0.001069042,0.0001185629,0.000394429,0.0001072324,0.0003292666,0.0002466438,0.0002619345],"category_scores_gemma":[0.0006290541,0.0003476095,0.0003194223,0.0003240659,0.0006466148,0.0003940703,0.0002881657,0.0002787827,0.000006749843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005878519,"about_ca_system_score_gemma":0.00007173431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004225612,"about_ca_topic_score_gemma":0.0001678739,"domain_scores_codex":[0.9967474,0.0003042493,0.001334723,0.0006303688,0.0004350825,0.0005481228],"domain_scores_gemma":[0.9968888,0.0008354018,0.000938319,0.0005598916,0.0006015152,0.000176063],"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":[0.0001127333,0.0001459593,0.004473708,0.0001935581,0.0000731722,0.000005881671,0.003217056,0.00006770387,0.9799959,0.0002847049,0.008793421,0.002636169],"study_design_scores_gemma":[0.006658071,0.002295989,0.01232992,0.002658845,0.001237973,0.0005225442,0.01247133,0.03777924,0.8357743,0.0009249758,0.08466339,0.002683404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938186,0.002129584,0.0001834982,0.001447965,0.0006107006,0.0004679124,0.0002238238,0.00004841504,0.00106953],"genre_scores_gemma":[0.9862462,0.00248921,0.0008501224,0.0007987544,0.0004316011,0.00006208752,0.00003197766,0.00004928888,0.009040716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1442216,"threshold_uncertainty_score":0.9998976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557537309824526,"score_gpt":0.3223205653700739,"score_spread":0.2667451922718286,"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."}}