{"id":"W7070800157","doi":"","title":"Proceedings: National Conference of Standards Laboratories International, Canadian region, fall conference & symposium, held at National Research Council, Institute for National Measurement Standards, Ottawa ON. 16, 17 October 2003","year":2003,"lang":"en","type":"book","venue":"National Research Council Canada (Government of Canada)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Research council; Government (linguistics); National standard; Basic research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1263922,0.0007925075,0.0009086821,0.0007821725,0.001539305,0.0004625406,0.001976446,0.0006105871,0.002627063],"category_scores_gemma":[0.263818,0.0008789469,0.0001558137,0.001290747,0.001442611,0.0007462747,0.000265073,0.001387534,0.000002054848],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.7505156,"about_ca_system_score_gemma":0.9296216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.496201,"about_ca_topic_score_gemma":0.9989476,"domain_scores_codex":[0.579118,0.0002601392,0.001384593,0.001182848,0.4168828,0.001171628],"domain_scores_gemma":[0.4298072,0.001025906,0.0008722256,0.0003052442,0.5672926,0.000696792],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006478947,0.0001192331,0.00002904835,0.000352407,0.0002786556,0.000009263358,0.00006856612,0.0003903205,0.002677462,0.2287275,0.7666908,0.000008774895],"study_design_scores_gemma":[0.001368904,0.000216535,0.00006849351,0.000675009,0.00002310625,0.00001570292,0.0002124627,0.0001035281,0.001966582,0.01173017,0.982913,0.0007065024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000136931,0.0002916082,0.000122248,0.005626996,0.001907465,0.001905199,0.07934054,0.00002161629,0.9106474],"genre_scores_gemma":[0.6224163,0.0005117512,0.001070356,0.003190146,0.00162449,0.0021692,0.0005295153,0.0002856143,0.3682027],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6222793,"threshold_uncertainty_score":0.9997606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2068817053151865,"score_gpt":0.3305442076956708,"score_spread":0.1236625023804843,"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."}}