{"id":"W2163363362","doi":"10.1107/s0108768102002902","title":"CRYSTMET: a database of the structures and powder patterns of metals and intermetallics","year":2002,"lang":"en","type":"article","venue":"Acta Crystallographica Section B Structural Science","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Database; Intermetallic; Software; Computer science; Information retrieval; Materials science; Metallurgy; Programming language","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005698713,0.0002761607,0.0003679507,0.0005404251,0.0004924265,0.0001518069,0.0007223426,0.0001059642,0.0005422013],"category_scores_gemma":[0.0002650322,0.0001838921,0.0001356854,0.001586014,0.003047003,0.001094757,0.0004965276,0.0002443766,7.992817e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002258334,"about_ca_system_score_gemma":0.00002773668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003219485,"about_ca_topic_score_gemma":0.0001118432,"domain_scores_codex":[0.9973758,0.0001527001,0.0005702213,0.000665829,0.0008325812,0.0004028009],"domain_scores_gemma":[0.9981529,0.0001592277,0.0005902224,0.0006641026,0.0002639903,0.0001695379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000154077,0.00001671026,0.02386537,0.00007878981,0.00002089789,6.753307e-7,0.0003815736,0.00001288512,0.9745603,0.0008156113,0.00001884643,0.0002128831],"study_design_scores_gemma":[0.0006915858,0.0002420048,0.9173919,0.0001035999,0.0001362144,0.0003232681,0.0008563621,0.000687583,0.07421324,0.003829357,0.001044808,0.0004801074],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998067,0.0002304787,0.0001287087,0.0001985495,0.0007321401,0.0003315832,0.0001295459,0.0000458687,0.0001360933],"genre_scores_gemma":[0.9987637,0.0001709044,0.00088757,0.00008399533,0.00004429843,0.00001021857,0.000002185026,0.00001479768,0.00002229453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9003471,"threshold_uncertainty_score":0.9996662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565872867606152,"score_gpt":0.2475739265466208,"score_spread":0.2319151978705593,"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."}}