{"id":"W2746023538","doi":"10.5539/esr.v7n1p1","title":"Mineralogical and Geochemical Appraisal of Clay Deposits in Papalanto and Its Environs, Southwestern, Nigeria","year":2017,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kaolinite; Clay minerals; Mineralogy; Weathering; Hematite; Absorption of water; Cation-exchange capacity; Quartz; Geology; Grain size; Particle-size distribution; Materials science; Geochemistry; Soil water; Soil science; Particle size; Geomorphology; Composite material","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":[0.0000773928,0.000168273,0.0001204694,0.001243229,0.0004836713,0.0003036727,0.0001003977,0.0001631576,0.0003175851],"category_scores_gemma":[0.0001138382,0.000181239,0.00006739189,0.0005888102,0.000246412,0.0001578984,0.0001601616,0.00007995889,0.00006439239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510166,"about_ca_system_score_gemma":0.0001666441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006794423,"about_ca_topic_score_gemma":0.02319993,"domain_scores_codex":[0.999966,0.000003842019,0.000004900202,0.00000914363,0.00000853344,0.000007546378],"domain_scores_gemma":[0.9999352,0.00001100776,0.00002816253,0.000001810128,0.00001503955,0.000008911142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002663548,0.00008511417,0.8042495,0.000427448,0.00004130054,0.005882211,0.005568799,0.0004093615,0.1515301,0.000193356,0.0001065616,0.03123993],"study_design_scores_gemma":[0.000002726322,0.00007076529,0.9917307,0.00002591598,0.00001579611,0.001205896,0.002750687,0.0002187663,0.003197344,0.00004093094,0.0007360241,0.00000430694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999351,0.0001764372,0.00004482832,0.000005375339,8.008816e-7,0.000003660968,0.00003477463,0.000001396869,0.0003817311],"genre_scores_gemma":[0.9993016,0.0001963509,0.0002038678,0.000004449417,0.000001044527,0.000003008304,0.00003869212,6.832362e-7,0.0002502969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006794423,"threshold_uncertainty_score":0.01350975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07995665641175789,"score_gpt":0.409556598300062,"score_spread":0.3295999418883041,"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."}}