{"id":"W170226984","doi":"10.2320/materia.45.48","title":"","year":2006,"lang":"ja","type":"article","venue":"Materia Japan","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Materials 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001777367,0.001694906,0.002023603,0.0005536275,0.001484636,0.004643254,0.002858921,0.001201745,0.007841289],"category_scores_gemma":[0.000176342,0.001533292,0.000365689,0.0008497507,0.001541229,0.001387269,0.002476743,0.0003286712,0.002371201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984678,"about_ca_system_score_gemma":0.0001363496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01650247,"about_ca_topic_score_gemma":0.0007025592,"domain_scores_codex":[0.9895445,0.000606984,0.002878919,0.002507304,0.001275354,0.003187009],"domain_scores_gemma":[0.9951439,0.0001563158,0.001296856,0.00276037,0.0003231434,0.0003194064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005133938,0.0006467255,0.00297238,0.0006474663,0.00002484176,0.0001596779,0.0004071631,0.00005514423,0.9789619,0.01267933,0.002672433,0.0002595486],"study_design_scores_gemma":[0.001933802,0.0005680959,0.1584237,0.0003452668,0.0001145918,0.0001559658,0.001397021,0.00003661812,0.820143,0.01032737,0.004908853,0.001645696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791337,0.0006918564,0.00002020168,0.00427274,0.009607094,0.001321566,0.001047201,0.002782646,0.001122948],"genre_scores_gemma":[0.9901606,0.0001602651,0.005463618,0.0004079925,0.001611397,0.000254406,0.000178823,0.0002171192,0.001545824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1588189,"threshold_uncertainty_score":0.9998153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027863833981015,"score_gpt":0.2187451917754349,"score_spread":0.2084665534356248,"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."}}