{"id":"W6949320538","doi":"10.5281/zenodo.12538067","title":"Read [Pdf]> The Stolen Heir by Holly Black","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paraphernalia; Subject (documents); Gloom; Ridiculous; Romance; Government (linguistics)","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002827494,0.0002314643,0.0001875618,0.0002020715,0.001328427,0.004313462,0.001278932,0.0001002955,0.4995221],"category_scores_gemma":[0.00004448315,0.0001672886,0.00008215023,0.0001444564,0.0004514364,0.0003933241,0.0009389741,0.000357509,0.2242953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004146146,"about_ca_system_score_gemma":0.000004284857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008959236,"about_ca_topic_score_gemma":0.000008056004,"domain_scores_codex":[0.9985732,0.0001349602,0.0002812786,0.0003084443,0.0003963214,0.0003057353],"domain_scores_gemma":[0.9989847,0.0000134917,0.0001844222,0.0005302557,0.0001883273,0.00009881372],"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":[0.000008389003,0.00002160834,1.655676e-8,0.0001774564,0.00008589315,0.000002097055,0.009189851,5.591318e-7,0.000004692294,0.07807129,0.9041795,0.008258636],"study_design_scores_gemma":[0.000144655,0.00007716777,7.071679e-7,0.0001114216,0.00002720579,0.000007645215,0.003288435,0.00004428234,0.00000525314,0.0003579107,0.9957168,0.000218588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001374156,0.0008095508,0.00003225973,0.002278792,0.0003749794,0.0003924034,0.001507767,0.001316481,0.993274],"genre_scores_gemma":[0.0006098556,0.0004182197,0.00001023043,0.001044738,0.001082468,7.278155e-8,0.003795651,0.005055993,0.9879827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2752268,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226928749995298,"score_gpt":0.2103290413109927,"score_spread":0.1780597538110398,"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."}}