{"id":"W2312304517","doi":"10.1017/s1431927614006308","title":"Luminescence database - an update","year":2014,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Database; Action (physics); Computer science; Physics","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":[0.004612881,0.002264278,0.003177372,0.01203212,0.001527056,0.009399132,0.005601044,0.002622748,0.1848747],"category_scores_gemma":[0.01076459,0.001674423,0.001771261,0.01003653,0.0004682363,0.008007524,0.003690387,0.003606169,0.2698176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002623294,"about_ca_system_score_gemma":0.003644418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007231651,"about_ca_topic_score_gemma":0.009970731,"domain_scores_codex":[0.9972149,0.000218487,0.0004172199,0.0004538058,0.001532147,0.0001634316],"domain_scores_gemma":[0.9915352,0.001071489,0.0003625968,0.001925979,0.004338873,0.0007657649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001542342,0.0001059104,0.0003471409,0.000669799,0.00003626966,0.00005485651,0.00002624394,0.0001341051,0.001409603,0.001042754,0.8964664,0.09955264],"study_design_scores_gemma":[0.00002193988,0.00001165641,0.0004185144,0.000113265,0.00002532911,0.00009272402,0.00001385012,0.0001481704,0.001036672,0.0005688778,0.9975225,0.00002665943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002486529,0.02087156,0.03279142,0.009927492,0.008899935,0.0006138653,0.6932586,0.1155322,0.1156183],"genre_scores_gemma":[0.00514616,0.01435208,0.03094643,0.005013128,0.001485179,0.0006737571,0.8095129,0.01118687,0.1216835],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1848747,"threshold_uncertainty_score":0.6184675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00603462067505867,"score_gpt":0.2437987906096084,"score_spread":0.2377641699345497,"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."}}