{"id":"W609891004","doi":"","title":"巻頭インタビュー 革新的な医療機器開発には、アッセンブル能力が不可欠だ (特集 日本から革新的医療危機を!--METISの取り組みを中心に)","year":2007,"lang":"ja","type":"article","venue":"イザイ","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metis; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008593454,0.0006272891,0.0006264505,0.0004527292,0.000270779,0.00006470062,0.0007298486,0.001060302,0.002150556],"category_scores_gemma":[0.0001311259,0.0006847461,0.000266802,0.0007303947,0.0003585125,0.0003296575,0.000145949,0.001270669,0.002365535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543619,"about_ca_system_score_gemma":0.00006206611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858295,"about_ca_topic_score_gemma":0.000366933,"domain_scores_codex":[0.9967903,0.00005305186,0.0008099874,0.0006418349,0.0003522948,0.001352487],"domain_scores_gemma":[0.9982373,0.000274104,0.00008980108,0.001054761,0.00008069278,0.0002633054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000525951,0.0007732023,0.01130546,0.001651132,0.001826,0.003365506,0.009855228,0.003573114,0.01715392,0.7310776,0.09334436,0.1255486],"study_design_scores_gemma":[0.005794214,0.001818707,0.09397139,0.0009844975,0.0007481093,0.000742931,0.01717492,0.008899062,0.03047121,0.1120508,0.7208986,0.006445514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3071367,0.02303196,0.007395134,0.0009260158,0.004033911,0.0005409761,0.00008142209,0.002176355,0.6546775],"genre_scores_gemma":[0.9886115,0.001405239,0.00289215,0.000217544,0.0006055964,0.00001485778,0.00003318623,0.0001070212,0.006112946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6814747,"threshold_uncertainty_score":0.9995604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008405497088131769,"score_gpt":0.2171236895565797,"score_spread":0.208718192468448,"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."}}