{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355129,0.0006709012,0.0005349034,0.0005935525,0.000501298,0.000718169,0.001488446,0.00108264,0.007717402],"category_scores_gemma":[0.002142685,0.0005686144,0.0008021615,0.0002311569,0.0004606516,0.0006912961,0.0008423915,0.0008105735,0.001367602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006398049,"about_ca_system_score_gemma":0.001416402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008277182,"about_ca_topic_score_gemma":0.01100028,"domain_scores_codex":[0.9995022,0.0001241368,0.00003374248,0.0000511205,0.0002440847,0.00004469879],"domain_scores_gemma":[0.9992052,0.000303089,0.00008957943,0.0001122237,0.0002677441,0.0000221646],"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":[0.00003678003,0.00008738226,0.001395127,0.0001282687,0.00002233794,0.0001067367,0.0001083274,0.9382201,0.01127088,0.005339602,0.0008026735,0.0424818],"study_design_scores_gemma":[0.000007573864,0.00002411649,0.0001061623,0.00000886304,0.000003153444,0.00001329871,0.00001344567,0.9959823,0.001660124,0.0003778015,0.001800006,0.000003282075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02845251,0.00007385717,0.9609305,0.00009621793,0.00003978244,0.0002219661,0.0002965799,0.001973893,0.007914755],"genre_scores_gemma":[0.3587482,0.00011271,0.6320037,0.00005344061,0.00001597806,0.000543254,0.0006452955,0.0004402422,0.007437258],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008277182,"threshold_uncertainty_score":0.02581728,"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."}}