{"id":"W2314432050","doi":"","title":"Degradation Patterns of Rocks Used in Historic Buildings in Brazil","year":2016,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural stone; Humanities; Gneiss; Archaeology; Geology; Mineralogy; Schist; Art; Geography; Geochemistry; Materials science; Metamorphic rock","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":[0.0002734846,0.0001781423,0.000160488,0.001748355,0.0004065483,0.000611913,0.0002888038,0.000199811,0.001326452],"category_scores_gemma":[0.001126241,0.0001777046,0.0002250489,0.001624207,0.0006000515,0.0002526211,0.0005649921,0.0001351625,0.0001761009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009701105,"about_ca_system_score_gemma":0.000491727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05413064,"about_ca_topic_score_gemma":0.1329562,"domain_scores_codex":[0.999692,0.00003302902,0.00003642181,0.0000650549,0.0001105723,0.0000629534],"domain_scores_gemma":[0.9992257,0.00006743609,0.0003645564,0.00006158587,0.0002040595,0.00007668784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005545242,0.00001135507,0.9671289,0.0001290559,0.00004186084,0.0003570468,0.005056069,0.0001619532,0.005678347,0.0003491226,0.0001740684,0.0208568],"study_design_scores_gemma":[7.192e-7,0.00002592992,0.9942262,0.00002703812,0.0000121945,0.0003117072,0.002656745,0.00006588431,0.0005106786,0.00003356842,0.002125102,0.000004251907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965233,0.0007461233,0.0001024252,0.00005054267,0.000001760229,0.000009313147,0.0003619679,0.00000656084,0.002197898],"genre_scores_gemma":[0.9989748,0.0002986321,0.0001126176,0.000005410561,0.000001283038,0.000002996468,0.0002114783,0.000002041536,0.0003907194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05413064,"threshold_uncertainty_score":0.1076311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009520602017352256,"score_gpt":0.182077839038578,"score_spread":0.1725572370212257,"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."}}