{"id":"W4230428912","doi":"10.23977/jemm","title":"Journal of Engineering Mechanics and Machinery","year":2017,"lang":"en","type":"paratext","venue":"Journal of Engineering Mechanics and Machinery","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Applied mechanics; Engineering; Mechanical engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001714261,0.001286949,0.0007997566,0.003945761,0.001543809,0.008858288,0.001119587,0.001332213,0.3961325],"category_scores_gemma":[0.006646967,0.0002948317,0.0003472251,0.003653726,0.001467823,0.004472694,0.002326424,0.002382383,0.1560542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017744,"about_ca_system_score_gemma":0.004735059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003610422,"about_ca_topic_score_gemma":0.007773666,"domain_scores_codex":[0.9985448,0.0001643341,0.0001299436,0.0001661811,0.0008927823,0.000101944],"domain_scores_gemma":[0.9956755,0.0006814548,0.0001792104,0.0005186056,0.002224998,0.000720115],"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":[0.00004983041,0.0001402794,0.0006459537,0.0002857077,0.00000880945,0.00006793009,0.00008385799,0.0006457846,0.0004513304,0.03668685,0.8176995,0.1432341],"study_design_scores_gemma":[0.000004498842,0.00001894813,0.001369442,0.0001426624,0.000005842101,0.00006720573,0.0001080117,0.0006836209,0.0002870989,0.01279305,0.9845142,0.000005550044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002323226,0.007246286,0.005290359,0.008686981,0.01952182,0.00007162131,0.003954772,0.0007073524,0.9521977],"genre_scores_gemma":[0.01125032,0.0058939,0.002038855,0.0004639221,0.003092105,0.00003690347,0.002332519,0.000498051,0.9743935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6038675,"threshold_uncertainty_score":0.8613437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443961010899478,"score_gpt":0.2525381086710173,"score_spread":0.2380984985620225,"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."}}