{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005832844,0.0002803982,0.0007073692,0.00007980275,0.0002087815,0.0001650851,0.0006870145,0.00007355764,0.001565879],"category_scores_gemma":[0.0001605891,0.0001216675,0.0005452175,0.0001298735,0.0002026723,0.000265743,0.00007994678,0.0001724062,0.0000250759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771016,"about_ca_system_score_gemma":0.00002302527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001736996,"about_ca_topic_score_gemma":0.0000454657,"domain_scores_codex":[0.9984583,0.0001452614,0.0005435177,0.0003055542,0.000265947,0.0002813847],"domain_scores_gemma":[0.9979786,0.0002773695,0.0003636319,0.0009545611,0.0003751604,0.00005070701],"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":[0.00004160356,0.00004066517,0.00009402203,0.002205209,0.0003343113,6.397257e-7,0.008380485,5.794559e-8,0.00004551681,0.7741996,0.1978791,0.01677882],"study_design_scores_gemma":[0.0002973381,0.00006165841,0.0001930649,0.01712993,0.0003502842,0.00001532156,0.00002261114,6.2889e-7,0.0001197871,0.004895837,0.9766951,0.0002184889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01494301,0.8795205,0.0004356746,0.02983303,0.001223703,0.003994549,0.004182406,0.0002449191,0.06562219],"genre_scores_gemma":[0.6909782,0.0878126,0.001680931,0.03742219,0.01292561,0.0009015013,0.001486428,0.0003531203,0.1664395],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7917079,"threshold_uncertainty_score":0.9993469,"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."}}