{"id":"W1612914600","doi":"10.20361/g2fs3r","title":"News, Awards, and Announcements","year":2012,"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":"Medal; Library science; History; Political science; Media studies; Art history; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.000516747,0.0002205294,0.0004019499,0.00006047945,0.0001723109,0.000157725,0.0003301266,0.00004878041,0.0006623401],"category_scores_gemma":[0.00005283169,0.0001195479,0.0001773232,0.0001480552,0.0002105358,0.0004152448,0.0001013796,0.0002598404,0.00002461518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009137283,"about_ca_system_score_gemma":0.000009629959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000247471,"about_ca_topic_score_gemma":0.000005352451,"domain_scores_codex":[0.99876,0.0001586764,0.000380222,0.0001664082,0.0002739423,0.0002607846],"domain_scores_gemma":[0.9989428,0.00005259735,0.0002363134,0.0005515973,0.0001481799,0.00006852859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002354746,0.0001690967,0.004886902,0.003628637,0.0007152683,0.000001308124,0.03011104,1.296311e-7,0.00005377519,0.7549612,0.1885474,0.01690164],"study_design_scores_gemma":[0.000125428,0.00002258813,0.00108177,0.004830637,0.0003152883,0.00003011889,0.00005306506,3.795283e-7,0.00002792382,0.0004902277,0.9928531,0.0001694682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02831495,0.9440385,0.00000653586,0.002253869,0.0004809673,0.0005519802,0.0004434625,0.00004342353,0.02386636],"genre_scores_gemma":[0.9136521,0.06233649,0.000330446,0.01526305,0.003844569,0.00004449256,0.0008411839,0.00005141593,0.003636291],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8853371,"threshold_uncertainty_score":0.725216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058757304062144,"score_gpt":0.2465005254024094,"score_spread":0.235912952361788,"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."}}