{"id":"W4235235342","doi":"10.20361/g2gg63","title":"News and Announcements","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":"Favourite; Medal; Guardian; Media studies; Library science; Art; Psychology; Art history; Sociology; Political science; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001501435,0.00141653,0.0009967136,0.003502137,0.003308095,0.0102796,0.001729781,0.004806588,0.5013782],"category_scores_gemma":[0.009299995,0.0007118677,0.0007665714,0.004935346,0.0007334457,0.004830941,0.002648066,0.004558374,0.51998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212423,"about_ca_system_score_gemma":0.002939532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007954432,"about_ca_topic_score_gemma":0.01589233,"domain_scores_codex":[0.9980988,0.0001290085,0.0000964518,0.0001730418,0.001210441,0.0002922406],"domain_scores_gemma":[0.9953939,0.0007158487,0.0003139024,0.0004423615,0.001761976,0.001372066],"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":[0.00001706106,0.000009483711,0.00003067329,0.00005373478,7.798012e-7,0.00003569785,0.00001944755,0.000004598904,0.00003800691,0.0004887857,0.9880635,0.01123826],"study_design_scores_gemma":[0.000004850549,0.000006803858,0.0002372321,0.00005012802,9.856396e-7,0.00002251048,0.00005511538,0.000008659847,0.00002994603,0.0001199582,0.9994596,0.000004229332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006871707,0.004859602,0.0003268784,0.02349141,0.07987189,0.0003342774,0.01500596,0.002177002,0.8732457],"genre_scores_gemma":[0.00159577,0.002450152,0.0002829487,0.007897409,0.01019164,0.0001621703,0.008008789,0.0006588893,0.9687523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4986218,"threshold_uncertainty_score":0.7112235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007849039750260538,"score_gpt":0.2264199765432481,"score_spread":0.2185709367929875,"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."}}