{"id":"W6909115159","doi":"10.34810/data1413","title":"Characterization of ‘CCMb’ calcite from Carrara marble as reference material for microanalysis","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadiana.org","funders":"","keywords":"Microanalysis; Calcite; Electron microprobe; Characterization (materials science); Microprobe; Microbeam; Trace element; Secondary ion mass spectrometry; Calcium carbonate; Chemical composition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004412369,0.0006162511,0.0003913139,0.002139164,0.0005703625,0.000659361,0.0008971834,0.0006031414,0.001237926],"category_scores_gemma":[0.0007866211,0.000183418,0.0001688455,0.001119481,0.0003960899,0.0002832958,0.0003410167,0.000325457,0.0005409208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006166056,"about_ca_system_score_gemma":0.0003276152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026822,"about_ca_topic_score_gemma":0.03051342,"domain_scores_codex":[0.9994439,0.0000343684,0.00002435686,0.0001427901,0.0003143511,0.00004026297],"domain_scores_gemma":[0.9996333,0.00003654705,0.00007259701,0.00006944552,0.000150883,0.00003725878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006704181,0.00001173622,0.00125138,0.00007618737,0.000005723924,0.0002365207,0.00007176689,0.00009453573,0.9927994,0.0001027308,0.0000789725,0.005204114],"study_design_scores_gemma":[0.00002175187,0.0003587383,0.08540383,0.00005394586,0.00004601266,0.002045286,0.0002119803,0.001115252,0.8793535,0.000123451,0.03123294,0.00003313899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9711301,0.0033783,0.01686731,0.0001133643,0.00005373532,0.0002353735,0.001780303,0.0003027446,0.006138778],"genre_scores_gemma":[0.9524428,0.001278874,0.03774123,0.00005535156,0.00003239176,0.0002253173,0.003680959,0.0002443141,0.004298723],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01026822,"threshold_uncertainty_score":0.02041692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354654478859605,"score_gpt":0.3326766016745542,"score_spread":0.2891300568859582,"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."}}