{"id":"W4238395793","doi":"10.20361/g28687","title":"News & Announcements","year":2017,"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":"Library science; Dynamism; Political science; Media studies; History; Sociology; 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":[0.001233374,0.001213003,0.0008427499,0.002148935,0.003588014,0.008278692,0.001355152,0.004385827,0.6923468],"category_scores_gemma":[0.007234154,0.000665605,0.0005703397,0.002472894,0.0006692146,0.004237406,0.002616628,0.004714931,0.6828831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002040707,"about_ca_system_score_gemma":0.003033287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005994403,"about_ca_topic_score_gemma":0.01270723,"domain_scores_codex":[0.9985642,0.0001068472,0.00005833239,0.0001142988,0.0009522196,0.0002042052],"domain_scores_gemma":[0.9953198,0.0005953602,0.0002365527,0.0003295544,0.002039558,0.001479126],"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":[0.00000813623,0.000008364917,0.00001531124,0.00002278929,3.118758e-7,0.00001854722,0.00001035898,0.000002933119,0.00002008209,0.0002506029,0.9923736,0.007268975],"study_design_scores_gemma":[0.000004183649,0.000004617572,0.0001260334,0.00002532796,4.500468e-7,0.00001401847,0.00004127362,0.00000817165,0.00002397843,0.00009155258,0.999657,0.000003343448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003442255,0.00160614,0.0002217276,0.01545675,0.04268487,0.0002515953,0.004492354,0.001740075,0.9332023],"genre_scores_gemma":[0.0007083029,0.0006978546,0.0001292424,0.003721632,0.00459973,0.0001018966,0.001446104,0.0004215841,0.9881737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3076532,"threshold_uncertainty_score":0.4388299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022116473522382,"score_gpt":0.2816660466517263,"score_spread":0.2614448819165024,"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."}}