{"id":"W4244396721","doi":"10.1353/bcc.2017.0786","title":"Last Laughs: Prehistoric Epitaphs by J. Patrick Lewis","year":2017,"lang":"en","type":"article","venue":"Bulletin of the Center for Children's Books./Bulletin of the Center for Children's Books","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Poetry; History; Art; Elegiac; Literature; Prehistory; Philosophy; Art history; Archaeology","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":[0.00119329,0.0006965717,0.0008384446,0.0001364035,0.00209634,0.0001513522,0.004133893,0.0003248068,0.001299373],"category_scores_gemma":[0.0009976651,0.0004426034,0.001538898,0.00007886652,0.001493108,0.00007098974,0.0008049856,0.0007081979,0.00009460186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006032218,"about_ca_system_score_gemma":0.00008528421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784028,"about_ca_topic_score_gemma":0.0002698968,"domain_scores_codex":[0.9952236,0.0004138164,0.001050594,0.0009999657,0.0009787236,0.001333291],"domain_scores_gemma":[0.995478,0.0004503928,0.001453552,0.001995536,0.0002691639,0.0003533635],"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":[0.001699644,0.0003100471,0.4018871,0.0002182636,0.000534997,9.567871e-7,0.0002256532,0.00005740043,0.00006725673,0.0002762452,0.5714474,0.02327509],"study_design_scores_gemma":[0.004606951,0.0009696153,0.3203943,0.0003476769,0.0001508123,0.00004464941,0.00002225992,0.00002278187,0.003690973,0.002567748,0.6665666,0.0006156357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7811062,0.00665504,0.002302154,0.0840436,0.008154954,0.02909967,0.05243873,0.0004618356,0.03573782],"genre_scores_gemma":[0.9785933,0.0002894066,0.001712538,0.001269447,0.0006549965,0.0001116776,0.0006993404,0.00007937482,0.01658986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1974872,"threshold_uncertainty_score":0.9998026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132802787128693,"score_gpt":0.2134088453184703,"score_spread":0.2020808174471834,"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."}}