{"id":"W4380203819","doi":"10.1007/978-3-031-33211-1_59","title":"XCr/√t as an Indicator of the Resistance Against Bulk Chloride Diffusion","year":2023,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Diffusion; Resistance (ecology); Chloride; Materials science; Metallurgy; Thermodynamics; Physics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001638339,0.0003092253,0.0003866588,0.0001199053,0.0001228354,0.00006306658,0.0004996425,0.0002372547,0.0005857689],"category_scores_gemma":[0.00002246193,0.0002486771,0.0001382328,0.00003829885,0.0001813491,0.00009354299,0.0002420992,0.0002658585,0.0002345078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007421094,"about_ca_system_score_gemma":0.00008745256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001606288,"about_ca_topic_score_gemma":0.000168078,"domain_scores_codex":[0.9985049,0.00001565002,0.0003915227,0.0002729767,0.0005232875,0.0002916391],"domain_scores_gemma":[0.9989701,0.00005105237,0.000113644,0.0007280455,0.0000476299,0.00008952025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001444295,0.00004404672,0.0002006713,0.00802439,0.001513204,0.0002737267,0.00533078,0.0004508436,0.304084,0.6156589,0.04704179,0.01593333],"study_design_scores_gemma":[0.0002830054,0.00007532653,0.0001975012,0.0008156653,0.00004954399,0.000001300109,0.00007460184,0.00005941946,0.08178775,0.008545683,0.9075564,0.0005538468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1775741,0.000469701,0.000005584589,0.00009289178,0.001279394,0.0006359636,0.000385541,0.0005038092,0.8190531],"genre_scores_gemma":[0.1876774,0.002893964,0.00001990116,0.00005392239,0.0005029367,0.00005686414,0.0001232391,0.0002317771,0.80844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8605146,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635310592659534,"score_gpt":0.2266694643899122,"score_spread":0.2103163584633169,"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."}}