{"id":"W2156752543","doi":"10.1002/esp.1189","title":"Rock albedo and monitoring of thermal conditions in respect of weathering: some expected and some unexpected results","year":2005,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; University of Northern British Columbia","keywords":"Weathering; Brick; Albedo (alchemy); Geology; Environmental science; Mineralogy; Geochemistry; Geography; Archaeology","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":[0.003225449,0.0006667662,0.0003903965,0.0005373855,0.0005486215,0.001386831,0.001278706,0.0006995421,0.0007824871],"category_scores_gemma":[0.003664361,0.0002143616,0.0003102547,0.001173696,0.002002867,0.0009861947,0.0003807418,0.0007267749,0.000188923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016061,"about_ca_system_score_gemma":0.0009727784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1900466,"about_ca_topic_score_gemma":0.1699556,"domain_scores_codex":[0.9989811,0.0002651269,0.00004120458,0.0002854709,0.0003234902,0.0001037],"domain_scores_gemma":[0.9963803,0.001299751,0.0002787061,0.000292335,0.001511867,0.0002371233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001049283,0.0002465117,0.8457928,0.0005358538,0.0005447072,0.0005793989,0.001450437,0.008829067,0.07133704,0.0009864822,0.001106344,0.06754217],"study_design_scores_gemma":[0.00001466997,0.0005383001,0.9592776,0.00005067122,0.000126332,0.0002017757,0.001821056,0.007813998,0.02577765,0.0009578883,0.003351288,0.00006880135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726511,0.006534038,0.009986148,0.0008956422,0.00005486492,0.00009979203,0.0004448116,0.0001339713,0.009199644],"genre_scores_gemma":[0.9916107,0.001141446,0.005221619,0.0001368359,0.00004901358,0.00002002521,0.0001558824,0.0000334003,0.001630998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1900466,"threshold_uncertainty_score":0.3778807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693215142959967,"score_gpt":0.2502954576861067,"score_spread":0.233363306256507,"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."}}