{"id":"W7008693927","doi":"","title":"Children’s and young adult novels: Australia, Canada, New Zealand, South Pacific","year":2018,"lang":"en","type":"other","venue":"Own your potential (DEAKIN)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Young adult; Population; Ethnic group; Pandemic","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002261696,0.001547866,0.001273676,0.0006825149,0.0002443969,0.0004311272,0.0009884578,0.001174322,0.01534282],"category_scores_gemma":[0.00008799102,0.00149291,0.0003172206,0.0004759053,0.0003933613,0.0001675129,0.0003219398,0.00083461,0.01031043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004351733,"about_ca_system_score_gemma":0.001306989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740705,"about_ca_topic_score_gemma":0.9440712,"domain_scores_codex":[0.9938087,0.000170466,0.000803852,0.001872047,0.001595671,0.001749261],"domain_scores_gemma":[0.9960755,0.00001177295,0.001121759,0.001476425,0.000218157,0.001096446],"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":[0.0001141018,0.0000624974,0.01055256,0.00004076707,0.0007083471,0.0001612796,0.0001981232,0.000002517072,0.0001820832,0.00008227653,0.9874461,0.0004493236],"study_design_scores_gemma":[0.003752644,0.0001510598,0.0508095,0.0006032806,0.001045047,0.0006620396,0.0001258153,0.00001813719,0.00008215798,0.00005355836,0.9400276,0.002669139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3161157,0.001866776,0.0006786709,0.001731998,0.03721798,0.01087953,0.08467481,0.005485844,0.5413487],"genre_scores_gemma":[0.1307138,0.00002270669,0.0005740048,0.00008458795,0.008400448,0.00002162884,0.001564103,0.002468453,0.8561503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3148016,"threshold_uncertainty_score":0.999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168722075939699,"score_gpt":0.2294569647308616,"score_spread":0.2177697439714646,"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."}}