{"id":"W4255066950","doi":"10.1353/bcc.0.0316","title":"Word Nerd (review)","year":2008,"lang":"en","type":"article","venue":"Bulletin of the Center for Children's Books./Bulletin of the Center for Children's Books","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Psychoanalysis; Psychology; Prison; Sociology; Literature; Art; History; Social psychology; Criminology","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005081596,0.001031002,0.001562379,0.000158009,0.001710674,0.00008900402,0.002549441,0.0001580277,0.001483385],"category_scores_gemma":[0.0001918687,0.0006581784,0.002849671,0.00006960406,0.002550645,0.00004583202,0.001016137,0.0005992614,0.00006427381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009228976,"about_ca_system_score_gemma":0.00008203873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002703277,"about_ca_topic_score_gemma":0.00003838309,"domain_scores_codex":[0.9951459,0.0002563989,0.001656689,0.000976302,0.0007958378,0.00116894],"domain_scores_gemma":[0.9956177,0.0002672121,0.001619359,0.001790004,0.0005178709,0.0001878135],"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":[0.0004254948,0.0006051311,0.006413891,0.0005000594,0.001014823,9.791349e-7,0.003012562,0.000003137736,0.00001026487,0.01046915,0.9766147,0.0009298135],"study_design_scores_gemma":[0.003561381,0.0003426067,0.006511527,0.002150574,0.0005070631,0.00009312823,0.000162252,0.000001018056,0.0006181046,0.0003638909,0.9849531,0.0007353191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2752222,0.0822929,0.0002485316,0.2208515,0.02111756,0.05197323,0.05737312,0.001393638,0.2895274],"genre_scores_gemma":[0.6717368,0.004603734,0.001841185,0.04411063,0.005714082,0.001274035,0.001303168,0.0007936168,0.2686227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3965147,"threshold_uncertainty_score":0.999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375790640399453,"score_gpt":0.2045078220195976,"score_spread":0.1907499156156031,"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."}}