{"id":"W4406673604","doi":"10.1016/b978-0-08-043003-4.50138-8","title":"10.1016/b978-0-08-043003-4.50138-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Buckling; Materials science; Structural engineering; Composite material; Engineering","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":[0.0008378217,0.002125824,0.001310181,0.001908135,0.001257129,0.004382709,0.003001779,0.004084875,0.9783078],"category_scores_gemma":[0.001421913,0.0008125698,0.0008265518,0.001960885,0.00108906,0.004325199,0.002698562,0.001925603,0.989626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009468722,"about_ca_system_score_gemma":0.0007566448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043594,"about_ca_topic_score_gemma":0.002874545,"domain_scores_codex":[0.9995572,0.00002530609,0.00002539017,0.0001485353,0.0001626399,0.00008087583],"domain_scores_gemma":[0.9985298,0.000462299,0.0001024115,0.0002244041,0.0003330616,0.0003480974],"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":[0.0001373952,0.0001101223,0.0003725478,0.0004251206,0.00001830261,0.0001245077,0.0000835352,0.0004186833,0.003161721,0.007434212,0.3374584,0.6502554],"study_design_scores_gemma":[0.00001652591,0.00004559184,0.0004578763,0.0002161459,0.000007877304,0.0001891067,0.00006853473,0.0001623281,0.0004470162,0.001174943,0.9972012,0.00001273069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002211005,0.000371651,0.00144061,0.0002502585,0.0001548838,0.00004730021,0.0007868272,0.001146227,0.9955811],"genre_scores_gemma":[0.0005660058,0.0002073055,0.0004473716,0.00008277244,0.00003073755,0.00003108398,0.0004789606,0.0002585979,0.9978971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02169216,"threshold_uncertainty_score":0.03094113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005442829138207218,"score_gpt":0.151595418680478,"score_spread":0.1461525895422708,"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."}}