{"id":"W2562072912","doi":"","title":"NDM-535: STRUCTURAL MODELLING AND VERIFICATION METHODS TO DEVELOP A CABLE ROOF HARNESS RETROFIT SYSTEM","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Roof; Computer science; Engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000611855,0.0003360772,0.0003430152,0.0005641566,0.0001763165,0.000190668,0.0005653083,0.0002289635,0.00000877376],"category_scores_gemma":[0.00004805165,0.0003201262,0.00004422074,0.0008674121,0.00005049706,0.0009072934,0.0002428191,0.0003976442,0.0001043381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006818537,"about_ca_system_score_gemma":0.00005395335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006479566,"about_ca_topic_score_gemma":0.00005545597,"domain_scores_codex":[0.9981004,0.0001486223,0.0002666602,0.0005386146,0.0003310066,0.0006146831],"domain_scores_gemma":[0.9986413,0.0001523781,0.00005017141,0.0005491802,0.000219402,0.0003875869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002336334,0.00002226416,0.5685114,0.001607398,0.000371405,0.0002520362,0.001617086,0.285924,0.1215955,0.001729831,0.000004568707,0.01813082],"study_design_scores_gemma":[0.003822636,0.0001766747,0.7886754,0.002361054,0.0002210985,0.0002316326,0.00103671,0.008328178,0.1851194,0.00016251,0.006647513,0.00321715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6347975,0.00007825153,0.3640877,0.00003567811,0.0001781749,0.0002300426,0.00001587084,0.0004683096,0.0001084459],"genre_scores_gemma":[0.9872884,0.00003603374,0.0110758,0.00001064526,0.00006979204,0.000006338549,0.000006663093,0.00009282657,0.001413531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3530119,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09353977337196849,"score_gpt":0.3265228332709028,"score_spread":0.2329830598989343,"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."}}