{"id":"W7101006353","doi":"","title":"Review of Factors Affecting the Durability of Repointing","year":2007,"lang":"en","type":"article","venue":"","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Durability; Mortar; Quality (philosophy); Masonry; Selection (genetic algorithm)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994186,0.00003169783,0.0000930726,0.000009061846,0.00003527662,0.000004046332,0.00006159603,0.00001322915,0.0006780413],"category_scores_gemma":[0.000350239,0.00001629771,0.00003246323,0.0001006653,0.00002942177,0.00004444806,0.000003933966,0.00002330092,0.000001468521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":5.604863e-7,"about_ca_system_score_gemma":0.000008191037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003157358,"about_ca_topic_score_gemma":0.000468737,"domain_scores_codex":[0.999514,0.00004031443,0.0002478746,0.00005666045,0.0000752547,0.00006587247],"domain_scores_gemma":[0.9993593,0.000331547,0.0001588658,0.0001026492,0.00003662915,0.00001107453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003529165,0.000002434002,0.987296,0.0008638633,0.000003065944,8.367356e-8,0.00005815973,0.000004919137,0.001648583,0.00004143904,0.00004504056,0.01003292],"study_design_scores_gemma":[0.00001633299,0.00001520173,0.9734799,0.0004079484,0.000005556589,0.000001077319,0.0001729244,0.00002795855,0.0256173,0.00008409128,0.0001483784,0.00002332449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943847,0.001362518,0.00008969459,0.0001082376,0.0000976973,0.00007895662,0.000001946045,0.0000079869,0.003868234],"genre_scores_gemma":[0.9993483,0.000201259,0.0002935051,0.0001319848,0.00001260618,2.35051e-8,0.000003802836,4.67338e-7,0.000008073343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02396872,"threshold_uncertainty_score":0.7424077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244955597936427,"score_gpt":0.2430423996460126,"score_spread":0.2185468398523699,"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."}}