{"id":"W3000382315","doi":"10.1002/fam.2771","title":"Rectification of “restrained vs unrestrained”","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Standardization; Fire safety; Fire protection engineering; Fire resistance; Engineering; Forensic engineering; Boundary (topology); Roof; Fire test; Architectural engineering; Construction engineering; Civil engineering; Computer science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005526106,0.0002866982,0.0002543125,0.001012989,0.001795655,0.003309587,0.002546272,0.001936729,0.006590736],"category_scores_gemma":[0.01270675,0.0003063503,0.0003940687,0.0008503676,0.003801343,0.003495219,0.002538728,0.003138532,0.001530509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634478,"about_ca_system_score_gemma":0.002863217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006502957,"about_ca_topic_score_gemma":0.01246799,"domain_scores_codex":[0.9905903,0.002168164,0.001050445,0.0009085235,0.0048606,0.0004219977],"domain_scores_gemma":[0.9844283,0.002849965,0.001849894,0.004511031,0.006112039,0.000248713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001755426,0.000153241,0.007355211,0.0003323729,0.000023684,0.0008636778,0.008795306,0.003739723,0.01679171,0.7142155,0.05737679,0.1901772],"study_design_scores_gemma":[0.00005412794,0.0004268742,0.01626137,0.0007662448,0.00004732934,0.001323435,0.01161766,0.009412608,0.02628958,0.2818142,0.6518102,0.0001762948],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2925425,0.002183864,0.1780976,0.03669904,0.003672838,0.0005487098,0.00109355,0.001781537,0.4833803],"genre_scores_gemma":[0.9119888,0.0007898827,0.0386059,0.008687451,0.0004200352,0.0001573802,0.0005127366,0.0002255567,0.03861219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006590736,"threshold_uncertainty_score":0.02922523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164596741038516,"score_gpt":0.1883983638013582,"score_spread":0.176752396390973,"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."}}