{"id":"W4200445213","doi":"10.32920/16777621.v1","title":"Cable Pulley Test","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pulley; Drop (telecommunication); Tension (geology); Drop test; Structural engineering; Mechanics; Engineering; Materials science; Physics; Mechanical engineering; Composite material; Ultimate tensile strength","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000712242,0.0001231441,0.0002258613,0.00003845323,0.00001597958,0.00009967204,0.0001007201,0.0001942944,0.004146839],"category_scores_gemma":[0.00004581896,0.0001140705,0.0001275154,0.00007875297,0.000002331281,0.00002585628,0.0001146397,0.0002623242,0.00008469214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003191682,"about_ca_system_score_gemma":0.00001425742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008486056,"about_ca_topic_score_gemma":0.0001064884,"domain_scores_codex":[0.9993892,0.000008157524,0.0001927978,0.0001773721,0.0001164037,0.0001161094],"domain_scores_gemma":[0.9995006,0.00005312267,0.00001439154,0.0003326538,0.00004621314,0.00005299689],"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":[1.856037e-7,0.00001680399,0.0001355804,0.00009743065,0.00008480061,0.000006926969,0.00002223269,0.9884702,0.001544243,0.0003906529,0.007300681,0.001930279],"study_design_scores_gemma":[0.00003667698,0.000002732381,0.00007956964,0.00003036319,0.00004249784,4.098392e-7,0.00001549492,0.9887708,0.001978243,0.0004317723,0.008434296,0.0001771111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05268972,0.001873437,0.7261076,0.0004998843,0.001454842,0.000341469,0.00002051267,0.001450786,0.2155618],"genre_scores_gemma":[0.9922268,0.0001159906,0.00482323,0.00004777035,0.0001218872,0.00001013107,0.0001414422,0.00002138428,0.002491326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9395371,"threshold_uncertainty_score":0.9967635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134792111996853,"score_gpt":0.2090884575462109,"score_spread":0.1977405364262423,"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."}}