{"id":"W4411658652","doi":"10.51847/atit3geivh","title":"10.51847/ATIt3geIVh","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Compressive strength; Fibre-reinforced plastic; Genetic programming; Structural engineering; Reinforced concrete; Composite material; Materials science; Computer science; Engineering; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000318591,0.001043776,0.0005744244,0.00154159,0.0008782495,0.002041862,0.0009938546,0.002374902,0.9568361],"category_scores_gemma":[0.0006079531,0.0003288158,0.0004662235,0.001412913,0.000681498,0.001321867,0.001575013,0.0009786773,0.961828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006422887,"about_ca_system_score_gemma":0.0003800122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582668,"about_ca_topic_score_gemma":0.001862368,"domain_scores_codex":[0.9998176,0.00001328426,0.000009497525,0.00005775351,0.00005889541,0.00004296607],"domain_scores_gemma":[0.999548,0.00008529616,0.00002101099,0.0001123889,0.0001202806,0.0001131111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002714627,0.0001802639,0.0007809137,0.0003019906,0.0000195482,0.0001992935,0.0001136301,0.0006617964,0.006243984,0.01038166,0.3449999,0.6358456],"study_design_scores_gemma":[0.00003715425,0.00005144066,0.0007123653,0.0001071339,0.00001201857,0.0002791657,0.00007269088,0.0005604897,0.001464241,0.001553988,0.9951352,0.00001411329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001534904,0.0003543191,0.002810856,0.0004276461,0.000550064,0.0000555517,0.001269695,0.002440694,0.9905564],"genre_scores_gemma":[0.004502488,0.0001950741,0.0009920148,0.0001960912,0.00007448178,0.0000307585,0.000906088,0.000389766,0.9927133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0431639,"threshold_uncertainty_score":0.06156796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004948470963122415,"score_gpt":0.170328683300586,"score_spread":0.1653802123374636,"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."}}