{"id":"W4282036298","doi":"10.18057/ijasc.2022.18.2.","title":"Volume 18 Number 2","year":2022,"lang":"en","type":"report","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"Natural Science Foundation of Hebei Province; National Natural Science Foundation of China","keywords":"Volume (thermodynamics); Mathematics; Computer science; Physics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00213897,0.001096775,0.0007857202,0.002389133,0.001698902,0.01023143,0.00147965,0.002120982,0.4982283],"category_scores_gemma":[0.00560633,0.0003875044,0.0008458171,0.002207357,0.001395108,0.00312901,0.002894656,0.002499494,0.3405481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414911,"about_ca_system_score_gemma":0.002799805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130924,"about_ca_topic_score_gemma":0.002478564,"domain_scores_codex":[0.99767,0.0003259928,0.0001074934,0.0003358688,0.001369654,0.0001910468],"domain_scores_gemma":[0.9962634,0.0005038287,0.0001392257,0.0006170905,0.001485227,0.0009911973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005060104,0.00008803351,0.0005679065,0.0002118414,0.00000966356,0.00007908616,0.0001087688,0.0000687416,0.0005291923,0.008754433,0.9065537,0.08297811],"study_design_scores_gemma":[0.000004299178,0.00001465331,0.0004597182,0.0001000001,0.000002916069,0.00007768376,0.00007348241,0.00002966832,0.00008542085,0.000911688,0.9982369,0.000003575685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001775528,0.01122389,0.001734506,0.0147024,0.07867453,0.0002022247,0.001066966,0.0006719879,0.8899479],"genre_scores_gemma":[0.004856343,0.006196383,0.0009719256,0.004023966,0.01443721,0.00007430747,0.00126291,0.0004635084,0.9677134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5017717,"threshold_uncertainty_score":0.7157165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285365391060505,"score_gpt":0.2629222423182438,"score_spread":0.2400685884076387,"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."}}