{"id":"W2788176897","doi":"","title":"Development Length Criteria for Plain and Ransome Bars","year":2018,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Mathematics; Geotechnical 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":[0.00004902685,0.0002494371,0.0003478985,0.0003647416,0.000215936,0.00001585469,0.0002739633,0.0003083078,0.0003428159],"category_scores_gemma":[0.000002123156,0.0003829016,0.0001157224,0.0001845784,0.00008361802,0.000586908,0.00004907018,0.0001748725,0.000009693593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000624684,"about_ca_system_score_gemma":0.0001604888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003521164,"about_ca_topic_score_gemma":0.0002871524,"domain_scores_codex":[0.9992742,0.00001447885,0.0001213646,0.0002730069,0.0001117165,0.0002052654],"domain_scores_gemma":[0.9995493,0.00004046009,0.00006349967,0.000169689,0.0000447501,0.0001323271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00628425,0.0003728497,0.002215669,0.01924798,0.006061309,0.000417705,0.6453898,0.002758753,0.01244971,0.002940431,0.05662356,0.245238],"study_design_scores_gemma":[0.003486883,0.000124305,0.008160156,0.0006337793,0.0003724105,0.00001224105,0.4065602,0.005900833,0.004761396,0.0001822282,0.5681555,0.001650064],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856057,0.0001557974,0.006552008,0.00004839381,0.0008078687,0.0003174058,0.0003688655,0.000573225,0.005570752],"genre_scores_gemma":[0.8209109,0.0004019791,0.1252475,0.00001024994,0.0001385201,2.554426e-7,0.002032115,0.000108032,0.05115044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5115319,"threshold_uncertainty_score":0.9998623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00547903649638478,"score_gpt":0.1604923085379971,"score_spread":0.1550132720416124,"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."}}