{"id":"W3096643195","doi":"","title":"The Effectiveness of Hooks for Plain Steel Reinforcement","year":2020,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reinforcement; Structural engineering; Forensic engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000090551,0.0003106068,0.0005236283,0.0001921727,0.0002456861,0.0000170594,0.0009257349,0.0003256921,0.00008336751],"category_scores_gemma":[0.000009620813,0.0003653658,0.0003994249,0.0002861012,0.0001445781,0.0005990366,0.0001133377,0.0003039305,0.000006012908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067014,"about_ca_system_score_gemma":0.0002458123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583671,"about_ca_topic_score_gemma":0.00008157548,"domain_scores_codex":[0.9989649,0.00006969168,0.0001791993,0.000261353,0.0002575517,0.0002673132],"domain_scores_gemma":[0.9987672,0.0004521598,0.0002234398,0.0003402047,0.00008864963,0.0001283489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.09501483,0.00005885753,0.00444046,0.0671927,0.01671371,0.001029537,0.2800852,0.06095022,0.2983945,0.05981851,0.02278833,0.09351318],"study_design_scores_gemma":[0.008708181,0.00117469,0.01240561,0.001957921,0.002078314,0.000005466395,0.5977615,0.009005859,0.2898275,0.0008223148,0.07370862,0.002543983],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732274,0.0002645982,0.00273938,0.00005701965,0.0008482801,0.001745537,0.0005497682,0.0004636304,0.02010435],"genre_scores_gemma":[0.9816414,0.0001978929,0.001707998,0.000003838589,0.00002786351,3.272575e-7,0.001248746,0.00005406843,0.01511783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3176763,"threshold_uncertainty_score":0.9998798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005529844683794399,"score_gpt":0.1679565893034153,"score_spread":0.1624267446196209,"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."}}