{"id":"W4241641011","doi":"10.1002/9781119694489.ch4","title":"Beam columns","year":2020,"lang":"en","type":"other","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Deflection (physics); Beam (structure); Statically indeterminate; Buckling; Bending moment; Mathematics; Conjugate beam method; Engineering; Bending stiffness; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001920549,0.0006050322,0.0003250433,0.0009829422,0.001371617,0.001335124,0.0008575235,0.0005526883,0.1375111],"category_scores_gemma":[0.000319081,0.0002510307,0.0002582774,0.001370526,0.0004024244,0.0008791676,0.0008170537,0.0004021477,0.04195045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006888598,"about_ca_system_score_gemma":0.0007576289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006082392,"about_ca_topic_score_gemma":0.01727154,"domain_scores_codex":[0.9996091,0.00003170211,0.00001564345,0.00009283559,0.0001841975,0.00006664701],"domain_scores_gemma":[0.9997718,0.00001780348,0.00001839369,0.00003988362,0.0001258618,0.00002629232],"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":[0.0002416049,0.00007749412,0.003662145,0.0004399692,0.00003017942,0.0003663125,0.0003904778,0.008701466,0.0308437,0.131066,0.2149521,0.6092286],"study_design_scores_gemma":[0.00001708026,0.00006800662,0.004589578,0.00007873467,0.0000123258,0.0003727307,0.0003500676,0.005524362,0.0131573,0.00790356,0.967903,0.00002332619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02838244,0.0009794579,0.09619817,0.0005213301,0.0007807406,0.0003173437,0.01030209,0.002023687,0.8604947],"genre_scores_gemma":[0.1527599,0.001090415,0.0546265,0.0007395918,0.0001226727,0.0002447962,0.008120735,0.0007356458,0.7815597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1375111,"threshold_uncertainty_score":0.4600204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004656405430973559,"score_gpt":0.1723156115870642,"score_spread":0.1676592061560907,"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."}}