{"id":"W4406447367","doi":"10.1016/s1047-9422(02)00082-2","title":"10.1016/s1047-9422(02)00082-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Solid-state spectroscopy and crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Statistics; Mathematics; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002158389,0.0002015286,0.0002269063,0.0001022552,0.0001627874,0.0001213517,0.0003961855,0.00007684359,0.9987449],"category_scores_gemma":[0.0000166309,0.0001885363,0.00009799314,0.0003549899,0.00008057958,0.0001862596,0.00005097585,0.00009793741,0.9933727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003198021,"about_ca_system_score_gemma":0.00003567979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004904271,"about_ca_topic_score_gemma":7.148244e-7,"domain_scores_codex":[0.9984965,0.00006441904,0.0002373281,0.0004014233,0.0002743369,0.000526029],"domain_scores_gemma":[0.9992352,0.00004022719,0.00004088413,0.0004308817,0.00003893419,0.0002139367],"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":[0.0004940783,0.0002637367,8.544937e-7,0.00002701518,0.00003153822,0.00004909407,0.0001949915,0.000286581,0.2707298,0.00001810719,0.6168231,0.1110811],"study_design_scores_gemma":[0.0002192906,0.0002305356,0.00003120937,0.00001403214,0.00001587867,0.00001072137,0.00000379859,0.00003148619,0.02137625,0.00009732348,0.9777381,0.0002313858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03483611,0.00006048583,0.000003906029,0.0002020683,0.000006317439,0.0002105307,0.00004968548,0.0003134013,0.9643175],"genre_scores_gemma":[0.003670367,7.489969e-7,0.0004012684,0.0000991889,0.0001577252,0.00003134004,0.00001447934,0.00003023956,0.9955946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.360915,"threshold_uncertainty_score":0.7688286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003923260926424231,"score_gpt":0.1821661866931055,"score_spread":0.1782429257666813,"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."}}