{"id":"W1582828532","doi":"10.20361/g2g88s","title":"Awards, Announcements, and News","year":2013,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aside; Guardian; Government (linguistics); Library science; Media studies; History; Political science; Art history; Art; Law; Sociology; Literature; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002736423,0.0002324924,0.0004344533,0.00006489891,0.0001703712,0.0003660212,0.0004120264,0.00004929664,0.00214145],"category_scores_gemma":[0.00005026779,0.0001227751,0.0001860125,0.0001538017,0.0002494299,0.0003834718,0.0001031976,0.0002725945,0.00006512299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007866028,"about_ca_system_score_gemma":0.00001249853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001394336,"about_ca_topic_score_gemma":0.00001472051,"domain_scores_codex":[0.998718,0.0001453682,0.000438066,0.000235087,0.0002632913,0.0002002303],"domain_scores_gemma":[0.9987394,0.00005575208,0.0002479033,0.0006322029,0.0002727081,0.00005209671],"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":[0.00001002775,0.00009086364,0.0008356192,0.003191394,0.0006068111,0.000001856274,0.01778751,2.581921e-7,0.00005679618,0.4112085,0.5358083,0.03040211],"study_design_scores_gemma":[0.0001473366,0.00003774992,0.0009488881,0.005868483,0.00022749,0.00002288486,0.00006783808,0.00000245163,0.00001364425,0.002844133,0.9896238,0.0001953428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03316266,0.9117275,0.00001114198,0.01051015,0.0004216143,0.001682523,0.00049524,0.00008360713,0.04190548],"genre_scores_gemma":[0.7409464,0.1665729,0.001171198,0.0617679,0.004909744,0.0003429246,0.002152554,0.000141595,0.02199476],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7451547,"threshold_uncertainty_score":0.9987707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007552612749088673,"score_gpt":0.2255901267543768,"score_spread":0.2180375140052881,"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."}}