{"id":"W4417514129","doi":"10.2491/jjsth.36.798","title":"Congratulations to Professor Midori Shima","year":2025,"lang":"en","type":"article","venue":"Japanese Journal of Thrombosis and Hemostasis","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.005087632,0.00200683,0.002079368,0.001046645,0.003480457,0.004492381,0.002051358,0.01002607,0.0269309],"category_scores_gemma":[0.02247349,0.0009173357,0.00231948,0.000404478,0.002242942,0.003387844,0.007257135,0.02726248,0.03905395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003482919,"about_ca_system_score_gemma":0.00559024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307494,"about_ca_topic_score_gemma":0.007022664,"domain_scores_codex":[0.9976611,0.0005205783,0.0001552167,0.0004247508,0.0008455249,0.000392911],"domain_scores_gemma":[0.9764223,0.002647725,0.001208431,0.0007732312,0.007489059,0.01145919],"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":[0.0000610467,0.00003882662,0.0002514242,0.00003842848,0.00001819642,0.0002005611,0.00005069866,0.0000561891,0.0001452015,0.0003207152,0.9926413,0.00617746],"study_design_scores_gemma":[0.00009298157,0.00009939617,0.0009676574,0.0001419381,0.00002908341,0.0009013505,0.0003727709,0.0001614315,0.0001755648,0.001787986,0.9952149,0.00005491733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007478101,0.008721844,0.0006518184,0.6785193,0.3084432,0.00008991937,0.0002208981,0.0001474656,0.002457729],"genre_scores_gemma":[0.004312557,0.006106365,0.001420481,0.669947,0.2427438,0.0003207775,0.0002993482,0.0001907602,0.07465877],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0269309,"threshold_uncertainty_score":0.09009284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264429981972412,"score_gpt":0.3292234855216279,"score_spread":0.2965791857019038,"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."}}