{"id":"W421661083","doi":"10.1016/s1879-8527(21)45234-2","title":"10.1016/s1879-8527(21)45234-2","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":"Geology","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":[0.0002151098,0.0001977632,0.0002213274,0.0001002598,0.0001620953,0.0001217672,0.0003915477,0.0000752857,0.9987361],"category_scores_gemma":[0.00001767995,0.0001851209,0.00009782055,0.0003550174,0.00009580999,0.0001818151,0.00005170494,0.00009779496,0.9931552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002998608,"about_ca_system_score_gemma":0.00003368948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004363988,"about_ca_topic_score_gemma":5.586883e-7,"domain_scores_codex":[0.9985284,0.00006197185,0.0002325291,0.0003899385,0.0002675532,0.0005195724],"domain_scores_gemma":[0.9992403,0.00004019755,0.00004006279,0.0004252123,0.00003835892,0.0002158573],"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":[0.0004480714,0.0002555944,7.107049e-7,0.00003020524,0.00003006718,0.00004292637,0.0001760698,0.000267821,0.269182,0.00001894154,0.63908,0.09046748],"study_design_scores_gemma":[0.000215233,0.000216001,0.00003229068,0.0000152581,0.00001640061,0.00001000479,0.000003976575,0.00003143743,0.01740288,0.00008634644,0.9817426,0.0002275924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02897135,0.00006802037,0.000004387249,0.0001963666,0.000006316241,0.000206809,0.00004943235,0.0003130821,0.9701842],"genre_scores_gemma":[0.002643647,7.068828e-7,0.0004252199,0.00007937748,0.0001344523,0.00003225173,0.00001410231,0.00002963883,0.9966406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3426625,"threshold_uncertainty_score":0.7549009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004166918127293221,"score_gpt":0.1855022765238814,"score_spread":0.1813353583965882,"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."}}