{"id":"W2602719707","doi":"","title":"VALIDACE TERÉNNÍHO RENTGEN-FLUORESCENČNÍHO SPEKTROMETRU PRO POTŘEBY ANALÝZ PŮD, ŘÍČNÍCH SEDIMENTŮ A SUSPENDOVANÉ HMOTY","year":2016,"lang":"cs","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mineralogy; Analyser; Table (database); Sediment; Analytical Chemistry (journal); Environmental science; Geology; Environmental chemistry; Chemistry; Physics; Geomorphology; Optics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001459306,0.001032379,0.0006878748,0.002499063,0.0005587408,0.001369711,0.0006306039,0.0004603171,0.0176129],"category_scores_gemma":[0.001065931,0.0004839081,0.0004168329,0.001210858,0.0005938397,0.001141051,0.001081527,0.001297486,0.007960462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003368266,"about_ca_system_score_gemma":0.0004496938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004051871,"about_ca_topic_score_gemma":0.0009592509,"domain_scores_codex":[0.9985214,0.0002506732,0.00009505285,0.0004151991,0.000627152,0.00009050789],"domain_scores_gemma":[0.9992629,0.0001535099,0.0000837392,0.0002099709,0.000242049,0.00004782591],"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":[0.0002597062,0.0001125572,0.002792604,0.0006771067,0.00006625765,0.0002860618,0.0003960863,0.0002789929,0.8867591,0.002124333,0.0027428,0.1035044],"study_design_scores_gemma":[0.00003483416,0.000551987,0.0173074,0.0001816989,0.0001601131,0.001210358,0.0004731292,0.002339373,0.8269553,0.002070184,0.1486332,0.00008254526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2551941,0.01673765,0.6654796,0.0005284791,0.001202601,0.001013198,0.008213085,0.004320095,0.04731119],"genre_scores_gemma":[0.3334515,0.010758,0.5582331,0.0003879558,0.0002842485,0.001507711,0.01001426,0.002293491,0.0830697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0176129,"threshold_uncertainty_score":0.05892104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604628566041562,"score_gpt":0.2466115677214795,"score_spread":0.2205652820610639,"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."}}