{"id":"W4229690971","doi":"10.1353/bcc.2013.0297","title":"Giddy-Up, Daddy! by Troy Cummings (review)","year":2013,"lang":"en","type":"article","venue":"Bulletin of the Center for Children's Books./Bulletin of the Center for Children's Books","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art history; Seriousness; Art; Plot (graphics); Style (visual arts); History; Media studies; Visual arts; Law; Sociology; Political science","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":[],"category_scores_codex":[0.001167187,0.0009406732,0.001330365,0.0001898825,0.001202732,0.0001628517,0.004484776,0.0004769398,0.001406923],"category_scores_gemma":[0.000867696,0.0006732956,0.002130047,0.000222508,0.001843535,0.00009324843,0.001397255,0.0006111407,0.0001667095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198701,"about_ca_system_score_gemma":0.0001720452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132344,"about_ca_topic_score_gemma":0.00005564449,"domain_scores_codex":[0.9938909,0.0003443046,0.001794421,0.0011727,0.00116007,0.001637564],"domain_scores_gemma":[0.9953826,0.0003873974,0.001634994,0.001746231,0.0005269626,0.0003218213],"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":[0.0001434438,0.0004762525,0.01645197,0.0002217027,0.000424647,1.625037e-7,0.0004650881,7.383409e-7,0.0000666117,0.004671545,0.9720529,0.005024924],"study_design_scores_gemma":[0.004396462,0.0001925597,0.00903373,0.001500477,0.0002449372,0.00002221525,0.0001347969,0.000001037485,0.004715065,0.002292668,0.9766449,0.0008211942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.337163,0.01795516,0.0006274505,0.4333446,0.01083104,0.05940955,0.01389049,0.001564015,0.1252147],"genre_scores_gemma":[0.7278062,0.004209062,0.003802713,0.03355755,0.001651162,0.002233816,0.001773532,0.0007543042,0.2242117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3997871,"threshold_uncertainty_score":0.9995718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008781242348967374,"score_gpt":0.2265380999287675,"score_spread":0.2177568575798001,"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."}}