{"id":"W2119214412","doi":"10.1017/s0885715613000766","title":"Differentiating veatchite polytypes using X-ray powder diffraction","year":2013,"lang":"en","type":"article","venue":"Powder Diffraction","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; Canadian Museum of Nature","funders":"","keywords":"Borax; Crystallography; Powder diffraction; Diffraction; Materials science; X-ray; Mineralogy; Geology; Optics; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"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":[0.0003543711,0.0005485792,0.000482913,0.0005114825,0.0007970857,0.0007231273,0.0003488843,0.0003300137,0.007037174],"category_scores_gemma":[0.0001816472,0.0005214374,0.0002798554,0.0005604179,0.0001576549,0.002973003,0.0001422414,0.0005664208,0.00173331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256071,"about_ca_system_score_gemma":0.00006149083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033992,"about_ca_topic_score_gemma":0.00003007829,"domain_scores_codex":[0.9961657,0.0003062935,0.000819582,0.0009376433,0.0008637018,0.0009070713],"domain_scores_gemma":[0.9976175,0.0003084402,0.000743539,0.0007278408,0.0003133835,0.000289273],"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":[0.00004028515,0.0002921965,0.01726888,0.00005252493,0.00005013695,0.000003374973,0.0003202237,0.0006124547,0.9786476,0.0000696268,0.0007097772,0.001932928],"study_design_scores_gemma":[0.00140508,0.0001486588,0.92643,0.0001553279,0.0002055006,0.0001257775,0.001732077,0.009349572,0.05271632,0.002226577,0.004105447,0.001399681],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829524,0.0001321671,0.01018776,0.0004685741,0.003639535,0.0006636427,0.00001618199,0.0006076853,0.001332039],"genre_scores_gemma":[0.994674,0.00003612764,0.002982684,0.0004325552,0.0008225214,0.0001396541,0.00004638122,0.0001145146,0.0007515934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9259313,"threshold_uncertainty_score":0.9997237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011059632678562,"score_gpt":0.2608533483729654,"score_spread":0.2407427520461798,"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."}}