{"id":"W7047194798","doi":"","title":"Fiber reinforcement for minimizing spalling in HSC structural members exposed to fire","year":2003,"lang":"en","type":"other","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spall; Reinforcement; Fiber; Compression (physics); Deformation (meteorology)","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":[0.0002996615,0.0002453386,0.0001629212,0.0005164783,0.0007090296,0.0002368045,0.0004154173,0.0003149945,0.005901002],"category_scores_gemma":[0.0005224135,0.0001212145,0.000141712,0.0001864128,0.0002054646,0.0002993608,0.0003180468,0.000215884,0.0007601068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223455,"about_ca_system_score_gemma":0.0003544086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657986,"about_ca_topic_score_gemma":0.006902832,"domain_scores_codex":[0.9998454,0.00001413049,0.000008444602,0.00002267157,0.00007761557,0.00003179112],"domain_scores_gemma":[0.999633,0.00004355281,0.00008861205,0.0000394035,0.0001409578,0.0000544122],"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":[0.0006517757,0.0002661041,0.007276023,0.0001428378,0.00001856041,0.0002180915,0.0001517111,0.004214446,0.8780148,0.0006867312,0.001726435,0.1066325],"study_design_scores_gemma":[0.00003619644,0.0009915221,0.02382456,0.00002479174,0.00003800242,0.0003071239,0.0002085066,0.00897811,0.9563654,0.0001436822,0.009070249,0.00001199241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680204,0.0003763634,0.01894849,0.0001010375,0.0000805747,0.00007154253,0.00008616206,0.0003774093,0.01193808],"genre_scores_gemma":[0.9798031,0.0001084833,0.01036705,0.00002879264,0.0000138625,0.00001920264,0.00007968963,0.00006050234,0.009519222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005901002,"threshold_uncertainty_score":0.01974082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906269556446621,"score_gpt":0.2766595064450711,"score_spread":0.2575968108806049,"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."}}