{"id":"W4246867936","doi":"10.1299/jsmemag.118.1161_482_3","title":"","year":2015,"lang":"en","type":"article","venue":"Nihon Kikai Gakkaishi/Journal of the Japan Society of Mechanical Engineers","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0005966515,0.0004567452,0.000249936,0.0008297608,0.0008208921,0.001191117,0.0006052384,0.0006222581,0.2847769],"category_scores_gemma":[0.001357204,0.0001487253,0.0002501696,0.0005233817,0.0003053949,0.001201102,0.00138975,0.0006795235,0.2138972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006468675,"about_ca_system_score_gemma":0.00162167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00204505,"about_ca_topic_score_gemma":0.003516237,"domain_scores_codex":[0.9996647,0.0000301974,0.00001686995,0.00006886553,0.000174231,0.00004517932],"domain_scores_gemma":[0.9987298,0.00006141228,0.00003907025,0.0001345533,0.0008269441,0.0002082828],"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":[0.0001672225,0.00007812561,0.001183887,0.0002776974,0.00001421279,0.0002699186,0.00028525,0.0002003123,0.0118813,0.02402562,0.5241156,0.4375008],"study_design_scores_gemma":[0.000006136251,0.00002053474,0.0009870265,0.00005346351,0.000009163571,0.0002052458,0.0001486876,0.0001430795,0.002563405,0.001496167,0.9943593,0.000007864433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008269642,0.005880421,0.01718275,0.01082056,0.01582673,0.0001862189,0.00140172,0.001281309,0.9391508],"genre_scores_gemma":[0.02632938,0.003468579,0.004544883,0.001457864,0.00114335,0.00005641233,0.001194344,0.0002292913,0.9615759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7152231,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819533113616841,"score_gpt":0.2475521447169256,"score_spread":0.2193568135807572,"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."}}