{"id":"W4214711641","doi":"10.3390/fire5020034","title":"Influence of Natural Fire Development on Concrete Compressive Strength","year":2022,"lang":"en","type":"article","venue":"Fire","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Compressive strength; Environmental science; Natural (archaeology); Work (physics); Building construction; Structural engineering; Materials science; Engineering; Composite material; Mechanical engineering; Geology","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":[0.0006450179,0.0002134422,0.0002407939,0.0003829859,0.00008522801,0.0003690149,0.0002457963,0.0002036088,0.0007976156],"category_scores_gemma":[0.0008710793,0.0001439301,0.0002888454,0.0003181142,0.0002447615,0.0002531955,0.0002528618,0.0002546366,0.0001344707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003904763,"about_ca_system_score_gemma":0.0004516325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151406,"about_ca_topic_score_gemma":0.003259968,"domain_scores_codex":[0.9995257,0.0001225877,0.0000580342,0.00007362887,0.0001851372,0.0000349819],"domain_scores_gemma":[0.9993973,0.0002887971,0.0001676464,0.00002221644,0.0001021907,0.00002179953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009623913,0.0002613204,0.02077018,0.01259224,0.0004210821,0.0008952629,0.0004950835,0.008024927,0.6927521,0.002160399,0.0004540478,0.260211],"study_design_scores_gemma":[0.00002301503,0.002451321,0.1261489,0.001047813,0.0006402624,0.001307608,0.0004886987,0.001655953,0.833653,0.0007239311,0.0317967,0.00006260048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000858,0.07943914,0.002892645,0.0001128673,0.00005837997,0.00004418556,0.0003129657,0.00002727926,0.01702664],"genre_scores_gemma":[0.9580422,0.0391712,0.001122066,0.00004306899,0.00001431002,0.00001774565,0.0001045874,0.000007002674,0.001477874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001151406,"threshold_uncertainty_score":0.003411174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004980060243949196,"score_gpt":0.1953619387733042,"score_spread":0.190381878529355,"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."}}