{"id":"W7052877709","doi":"","title":"Toward green precast concrete production with BFRPmf: latest insights on the effect of fibre dosage on fresh and hardened properties","year":2024,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Diafiltration; Dysgeusia; Triacetin; Emperipolesis; Fusible alloy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004338128,0.0004552408,0.0003612038,0.0004755825,0.0001281084,0.0004305106,0.0002416587,0.0004033719,0.000564239],"category_scores_gemma":[0.0002859361,0.000165426,0.0003455624,0.0003426576,0.0002840355,0.0006371196,0.0002952466,0.0005270467,0.0002871649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102787,"about_ca_system_score_gemma":0.0002109705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045364,"about_ca_topic_score_gemma":0.002143325,"domain_scores_codex":[0.9996557,0.00003571432,0.00001949606,0.00008250655,0.0001759282,0.000030597],"domain_scores_gemma":[0.9997935,0.0000346173,0.00008001283,0.00001710738,0.00005099412,0.00002385558],"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":[0.0000540755,0.00004521151,0.0004892478,0.0002681618,0.000009941884,0.00004666474,0.00003158759,0.0007870903,0.9791006,0.00009257691,0.00002259372,0.01905228],"study_design_scores_gemma":[0.000004905069,0.0006343298,0.005054196,0.00004513285,0.00004084961,0.0001381645,0.00004148767,0.001025584,0.9858347,0.00008088222,0.007085405,0.00001434945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531227,0.03275428,0.01076307,0.0001835447,0.00002273644,0.00003644454,0.0001181463,0.00007477486,0.002924286],"genre_scores_gemma":[0.9494128,0.03018088,0.01714709,0.00006905932,0.00003686719,0.00002088453,0.0002462399,0.00005385798,0.002832339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001045364,"threshold_uncertainty_score":0.002976775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227852160556952,"score_gpt":0.2508615702769871,"score_spread":0.2280763542212919,"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."}}