{"id":"W7024090315","doi":"","title":"Presentation for DE in Ontario","year":2006,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001075242,0.0001926958,0.0002874868,0.00008150748,0.00003118532,0.00003498979,0.0001570895,0.0001404144,0.1748309],"category_scores_gemma":[0.000006286441,0.0002030253,0.0001648715,0.000006652814,0.00003970616,1.978089e-7,0.00001949989,0.0001707512,0.0006963856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007768792,"about_ca_system_score_gemma":0.00006677989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5192518,"about_ca_topic_score_gemma":0.3499159,"domain_scores_codex":[0.9990494,0.00002332615,0.0003916309,0.0001389834,0.0001537026,0.000242946],"domain_scores_gemma":[0.9993727,0.00004319814,0.0003193702,0.0001748904,0.00004778292,0.00004206833],"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":[0.00003582719,0.0000572044,0.0009136475,0.00007429489,0.00005194729,0.000001047712,0.0001157748,0.0006753106,7.227915e-7,0.0001780551,0.9974322,0.0004639144],"study_design_scores_gemma":[0.0004761246,0.00004246506,0.0002407143,0.00009186916,0.00006280677,6.767817e-7,0.00007692535,0.00007189425,0.00002914884,0.000129991,0.998588,0.0001893695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002134185,0.00003414131,0.00002772941,0.00003372763,0.00006637233,0.0003795295,0.0000893776,0.00002854902,0.9991271],"genre_scores_gemma":[0.003250756,0.000004466859,0.002048988,0.00003309143,0.0001624583,0.00004664844,0.0006102803,0.00005263318,0.9937907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1741345,"threshold_uncertainty_score":0.895086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004779028479269917,"score_gpt":0.1977266889977266,"score_spread":0.1929476605184567,"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."}}