{"id":"W2481869721","doi":"10.20361/g2v025","title":"Books for People Who Don’t Read","year":2016,"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":"Publishing; Reading (process); Media studies; History; Literature; Art; Sociology; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001058587,0.0008287249,0.0008673564,0.001190295,0.003122921,0.0129483,0.00145642,0.003986833,0.4690336],"category_scores_gemma":[0.0099811,0.0003890071,0.0005650427,0.00154061,0.002073322,0.01276658,0.006006661,0.003970748,0.5209109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429592,"about_ca_system_score_gemma":0.001775441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274304,"about_ca_topic_score_gemma":0.006531525,"domain_scores_codex":[0.9976729,0.0002672815,0.00009800867,0.0003363685,0.00131022,0.0003152215],"domain_scores_gemma":[0.9955251,0.000538639,0.000319495,0.0008768693,0.001416173,0.001323788],"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":[0.00001153594,0.00002723704,0.0002112187,0.0001311347,0.000003744913,0.00009901433,0.0005540687,0.000005613616,0.0001511775,0.005286867,0.9525678,0.0409507],"study_design_scores_gemma":[0.00000179776,0.000004323419,0.00013035,0.00007502045,0.000001090834,0.0001163846,0.0003147018,0.000004088572,0.00002743029,0.000427977,0.9988939,0.000002895838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001640117,0.01318694,0.0005707778,0.04570935,0.02031277,0.00009327197,0.001018975,0.00170948,0.9157582],"genre_scores_gemma":[0.004871491,0.004492498,0.0004533499,0.03018399,0.002527787,0.0000811272,0.0007501058,0.0006015004,0.9560381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4690336,"threshold_uncertainty_score":0.7573591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009019299973064939,"score_gpt":0.240595255633458,"score_spread":0.231575955660393,"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."}}