{"id":"W2620699393","doi":"10.2113/gselements.13.3.159","title":"Mineral Surface Coatings: Environmental Records at the Nanoscale","year":2017,"lang":"en","type":"article","venue":"Elements","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Citation; Icon; Download; Library science; Archaeology; History; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000442138,0.0002177021,0.0003164737,0.001699304,0.001082769,0.002824237,0.0003939859,0.000883061,0.01778333],"category_scores_gemma":[0.001271339,0.0002498621,0.0001713881,0.002292992,0.0006045204,0.002079033,0.001321188,0.00105407,0.006865943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018606,"about_ca_system_score_gemma":0.0004639204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004189869,"about_ca_topic_score_gemma":0.01065194,"domain_scores_codex":[0.9993673,0.0000228725,0.00002410931,0.000096462,0.00042829,0.00006099822],"domain_scores_gemma":[0.9994692,0.00006526434,0.0001018318,0.00005967237,0.0002584625,0.000045508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002708172,0.00007764691,0.03931458,0.002119519,0.0001272564,0.0007925704,0.001440388,0.0003800503,0.1195662,0.01486786,0.3358116,0.4852315],"study_design_scores_gemma":[0.000007584029,0.00004797644,0.06241367,0.0002870305,0.00004687973,0.000663554,0.001246845,0.0002300907,0.02673534,0.003357889,0.9049234,0.00003968842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2566317,0.214609,0.006741815,0.02396429,0.006428302,0.0001292279,0.02916678,0.001257016,0.4610718],"genre_scores_gemma":[0.6257554,0.1436096,0.005610647,0.004480447,0.003015053,0.0000986118,0.01718405,0.0009277731,0.1993184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01778333,"threshold_uncertainty_score":0.05949122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644196764720977,"score_gpt":0.2167998367172194,"score_spread":0.2003578690700096,"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."}}