{"id":"W4220745752","doi":"10.1002/9781119420507.index","title":"Index","year":2022,"lang":"en","type":"paratext","venue":"","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; National Research Council Canada","funders":"","keywords":"Queen (butterfly); Index (typography); Engineering; Management; Library science; Ecology; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002763721,0.000342126,0.0005344922,0.0001188454,0.0001971335,0.0001116199,0.000782678,0.0001972758,0.9331707],"category_scores_gemma":[0.0000450509,0.0003116887,0.00009587778,0.0001110183,0.00007917231,0.0001103935,0.0005631357,0.0002353762,0.1743589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250809,"about_ca_system_score_gemma":0.000161009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001780641,"about_ca_topic_score_gemma":0.000006019543,"domain_scores_codex":[0.9978274,0.0001754402,0.000405865,0.0006467113,0.0004844819,0.0004601248],"domain_scores_gemma":[0.9987775,0.0001206702,0.0002613552,0.0007237003,0.00003367751,0.00008310411],"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":[0.00002678609,0.0000275372,5.871632e-7,0.00008100761,0.000008032655,0.000009430367,0.00002515203,0.0005109099,0.1918082,0.0002963732,0.8063836,0.0008223488],"study_design_scores_gemma":[0.0000892128,0.00002088563,0.000002027421,0.00001306232,0.000009552805,0.00001177128,0.00003233276,0.000009945222,0.117205,0.0002524138,0.8819824,0.0003714479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002882929,0.0004349887,0.00338365,0.0001258558,0.01465388,0.0003330427,0.0006644101,0.0001975042,0.9773238],"genre_scores_gemma":[0.009147819,0.0001527337,0.001843813,0.0005509752,0.0007381929,0.0002506181,0.0001953423,0.0001130597,0.9870074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7588118,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346344808698749,"score_gpt":0.2628188194547282,"score_spread":0.2493553713677407,"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."}}