{"id":"W4386215794","doi":"10.32920/24043446.v1","title":"Cable Tension Test","year":2023,"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":"Tension (geology); Pulley; Structural engineering; Drop (telecommunication); Drop test; Tensile testing; Materials science; Forensic engineering; Engineering; Composite material; Mechanical engineering; 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":[0.000102927,0.0001171815,0.0001948798,0.00007221318,0.00001836677,0.00003871184,0.00009367629,0.0001965388,0.0005043331],"category_scores_gemma":[0.00006399195,0.00009930987,0.00009952061,0.0000980828,0.00000245048,0.00001765545,0.0001278628,0.0002325697,0.0008073958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002735235,"about_ca_system_score_gemma":0.00000612369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009814274,"about_ca_topic_score_gemma":0.00006632162,"domain_scores_codex":[0.9993896,0.00000546402,0.0001894594,0.0001721346,0.0001252937,0.0001180831],"domain_scores_gemma":[0.9995101,0.00009031329,0.00001484148,0.0003025239,0.00003623587,0.00004595125],"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":[2.421798e-7,0.000005772338,0.0001194113,0.00006622561,0.00003599498,0.000003681449,0.000006571298,0.9622027,0.001805334,0.0003217742,0.03455167,0.0008806835],"study_design_scores_gemma":[0.00002931,0.000003601503,0.0001985412,0.0000311667,0.00003002638,1.333333e-7,0.000004020212,0.9902403,0.000501277,0.003123212,0.005702497,0.0001358783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03103187,0.000385218,0.8939873,0.001485027,0.003455539,0.0007250142,0.00005736979,0.008295541,0.06057713],"genre_scores_gemma":[0.9895375,0.0001154007,0.00247543,0.00003686394,0.0001689541,0.00001214488,0.0001266606,0.00004362975,0.007483409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9585056,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311701161042951,"score_gpt":0.2412568547669172,"score_spread":0.2081398431564876,"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."}}