{"id":"W2790435559","doi":"10.20361/g29115","title":"Lots of Exciting Winter News!","year":2018,"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":"History; Medal; Art history; Library science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004647603,0.0002338551,0.0005718173,0.00009754574,0.0001355234,0.0001107858,0.0006695132,0.00005872414,0.00220478],"category_scores_gemma":[0.0001143776,0.0001299185,0.0003996653,0.0002468785,0.0005667635,0.0002188811,0.0001177723,0.0002750346,0.00003918655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008532216,"about_ca_system_score_gemma":0.00001712403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003243011,"about_ca_topic_score_gemma":0.0000336817,"domain_scores_codex":[0.9984025,0.000186891,0.000669818,0.0002317351,0.0002996554,0.0002094324],"domain_scores_gemma":[0.9979804,0.00009264886,0.0005176241,0.0008287041,0.0005441313,0.00003655395],"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":[0.00008015901,0.0001686905,0.0008411126,0.006253039,0.001106711,0.000003934578,0.05253716,3.530473e-7,0.0002650915,0.7178917,0.1992033,0.02164875],"study_design_scores_gemma":[0.0002811259,0.0001727418,0.0006462003,0.03429377,0.0005725895,0.00005662817,0.000137435,0.000003163332,0.001037262,0.003065651,0.9593948,0.0003386631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1436754,0.603626,0.00008413678,0.005289273,0.001407858,0.001568473,0.0007967243,0.0001469637,0.2434052],"genre_scores_gemma":[0.9847888,0.003447032,0.0002998811,0.005570565,0.003013183,0.00001148121,0.0001469683,0.00003760282,0.002684461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8411134,"threshold_uncertainty_score":0.9987074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018013154968935,"score_gpt":0.2501041031397392,"score_spread":0.2399239715900499,"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."}}