{"id":"W4253808817","doi":"10.1038/ndigest.2004.041112","title":"44Kk44Oz44OJ44ON44K344Ki5p2x6YOo44Gu44OV44Ot44O844Os44K55bO244Gn5Ye65Zyf44GX44Gf5paw44GX44GE5Lq66aGe5YyW55+z44Gu6ICD5Y+k5a2m5YiG5p6Q44Go5ris5a6a5bm05Luj","year":2004,"lang":"en","type":"article","venue":"Nature Digest","topic":"Rare-earth and actinide compounds","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Australian Research Council; Queen's University; University of New England; Natural Environment Research Council; Australian Academy of Science; Queen's University Belfast","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003417752,0.0008089943,0.0007111321,0.0003260109,0.0006116831,0.0003945055,0.0009960852,0.0005454039,0.001760002],"category_scores_gemma":[0.00007981528,0.0007640406,0.0005404088,0.0009210444,0.0002190052,0.0007784188,0.0002255056,0.002278134,0.001636904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407918,"about_ca_system_score_gemma":0.000403914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000378941,"about_ca_topic_score_gemma":0.00003178,"domain_scores_codex":[0.9959286,0.00008384288,0.0007303561,0.001102138,0.0008111159,0.001343881],"domain_scores_gemma":[0.9973871,0.0001781403,0.0003108034,0.001235943,0.000283359,0.0006046647],"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":[0.0004726019,0.003357267,0.1783841,0.0001617952,0.001078244,0.000535093,0.002015165,0.002807385,0.01442814,0.6762948,0.05514404,0.06532139],"study_design_scores_gemma":[0.009725088,0.0005162717,0.06359461,0.0003625526,0.000250725,0.0001482886,0.001485789,0.00006419866,0.03865185,0.1061644,0.7752879,0.003748319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5750353,0.001123912,0.002373072,0.004253861,0.003173466,0.0008947671,0.0002134946,0.000796258,0.4121359],"genre_scores_gemma":[0.9912218,0.00001831096,0.001877477,0.001136861,0.002458181,0.00007753384,0.0003012377,0.0001366385,0.002771897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7201439,"threshold_uncertainty_score":0.9994811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002821330554543343,"score_gpt":0.2329646471971563,"score_spread":0.230143316642613,"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."}}