{"id":"W4411658543","doi":"10.51847/hpksks12qb","title":"10.51847/hPKskS12qb","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Structural engineering; Nonlinear system; Frame (networking); Flexural strength; Steel frame; Engineering; Mechanical engineering; Physics","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":[0.0003070836,0.000878717,0.0004739824,0.001523069,0.0005711028,0.001406164,0.0008834195,0.001615352,0.906872],"category_scores_gemma":[0.0007645342,0.0003736978,0.0003201276,0.001488406,0.0005274133,0.001213106,0.001192303,0.0007954536,0.8856813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006022089,"about_ca_system_score_gemma":0.0004463096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005456389,"about_ca_topic_score_gemma":0.004297827,"domain_scores_codex":[0.9998368,0.00001219509,0.000008049722,0.00004140737,0.0000711504,0.00003036381],"domain_scores_gemma":[0.9995967,0.00006912574,0.00002203796,0.0001069987,0.0001349121,0.00007025183],"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":[0.0001799313,0.0001399764,0.0006521114,0.0002858345,0.00002061684,0.0001335478,0.00004723308,0.001742434,0.004487812,0.01307655,0.378301,0.600933],"study_design_scores_gemma":[0.00004961736,0.00004303982,0.0009235281,0.00008377965,0.00001003157,0.000214241,0.00005653762,0.003461799,0.002319081,0.003912851,0.9889089,0.00001649752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00289486,0.0005278651,0.01961215,0.001139977,0.0008714121,0.0001267114,0.004630003,0.007280035,0.962917],"genre_scores_gemma":[0.01200624,0.0003132119,0.005811787,0.0002780578,0.0001148597,0.00007539405,0.002607318,0.0007979465,0.9779952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09312797,"threshold_uncertainty_score":0.1328357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002904924235410319,"score_gpt":0.1442397385837372,"score_spread":0.1413348143483269,"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."}}