{"id":"W4386240732","doi":"10.1016/j.tws.2023.111119","title":"3-ply self-drilling screw connections for centre-sheathed steel shear walls","year":2023,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Fastener; Tearing; Materials science; Shear (geology); Bearing (navigation); Structural engineering; Bearing capacity; Composite material; Engineering; Metallurgy; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002143424,0.0004289263,0.0005441632,0.0003857219,0.0004182775,0.000161865,0.0003948598,0.0002276279,0.000346636],"category_scores_gemma":[0.0001766167,0.0003941177,0.0003415256,0.0007316151,0.00004360298,0.0001534823,0.00007374502,0.0003634609,0.0001257385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166016,"about_ca_system_score_gemma":0.00003246346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141445,"about_ca_topic_score_gemma":0.00008821703,"domain_scores_codex":[0.9978703,0.00005205448,0.0004697386,0.0004828565,0.0003591736,0.0007659211],"domain_scores_gemma":[0.9986715,0.0003840529,0.0000700809,0.0005506285,0.0001232416,0.0002004866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001395348,0.00002844623,0.000883282,0.0007653583,0.00350147,0.00004764035,0.01201766,0.8120677,0.1126385,0.02350015,0.02946741,0.004942769],"study_design_scores_gemma":[0.004102248,0.0001570454,0.03111972,0.0001818305,0.001185484,0.00006862677,0.003005365,0.7868671,0.08439563,0.04535918,0.04089457,0.002663154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874097,0.0004381403,0.0009080867,0.000428535,0.00166685,0.0007230965,0.0001103417,0.00553717,0.002778073],"genre_scores_gemma":[0.9894078,0.000118056,0.008724913,0.00008799483,0.0004951843,0.0000399805,0.0001265355,0.0001341816,0.0008653243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03023644,"threshold_uncertainty_score":0.999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425136929090567,"score_gpt":0.2360525600420354,"score_spread":0.2218011907511298,"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."}}