{"id":"W3181523248","doi":"10.3130/aijt.27.696","title":"DEVELOPMENT OF TIMBER MOMENT RESISTING JOINT WITH STEEL SIDED SCREWED JOINT PART 2 : A STUDY ON DETAIL AND DESIGN METHOD OF BEAM-TO-COLUMN JOINT","year":2021,"lang":"en","type":"article","venue":"AIJ Journal of Technology and Design","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Joint (building); Structural engineering; Beam (structure); Frame (networking); Bending; Bending moment; Engineering; Moment (physics); Column (typography); Ultimate tensile strength; Steel frame; Materials science; Connection (principal bundle); Composite material; Mechanical engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908028,0.0001828886,0.0005585318,0.000273152,0.0001594606,0.00001747637,0.0001208516,0.0001093984,0.00006211051],"category_scores_gemma":[0.0002698869,0.0001406097,0.00003858515,0.0003961173,0.0001591723,0.0000826615,0.0001856097,0.0002804263,0.000003428049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008180954,"about_ca_system_score_gemma":0.00009235021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001463041,"about_ca_topic_score_gemma":0.00002816259,"domain_scores_codex":[0.9981113,0.0002065314,0.0007824763,0.0002829508,0.0003764692,0.0002402547],"domain_scores_gemma":[0.9989218,0.0001474764,0.0005393912,0.0001984293,0.00007476501,0.0001181914],"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":[0.001395,0.001394122,0.03832632,0.00006440637,0.0006987881,0.0007516048,0.00676374,0.01228788,0.8880618,0.0001596583,0.00191591,0.04818084],"study_design_scores_gemma":[0.002480232,0.005081531,0.1106406,0.0007066674,0.0001989533,0.0004820729,0.006077061,0.0006074707,0.872213,0.0007616681,0.0003771707,0.000373548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7377486,0.000142334,0.2612213,0.0003725324,0.00002838872,0.0003460785,7.965044e-7,0.00001220408,0.0001277366],"genre_scores_gemma":[0.6281958,0.00000880069,0.3716224,0.00005675337,0.000005985431,0.000009144524,1.860918e-7,0.000009271203,0.000091589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104012,"threshold_uncertainty_score":0.5733896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06119350931983414,"score_gpt":0.2579742632307389,"score_spread":0.1967807539109048,"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."}}