{"id":"W2759718586","doi":"","title":"Derek Sullivan: More Young Americans / Derek Sullivan : more Young Americans","year":2012,"lang":"en","type":"article","venue":"Esse/Esse arts + opinions","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Sociology; Medicine","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006143873,0.0004628949,0.0005383004,0.0001808097,0.001919782,0.0002810248,0.000770593,0.0002375711,0.000881081],"category_scores_gemma":[0.0005133192,0.0004841986,0.000335108,0.001357023,0.001572074,0.000902754,0.0001507605,0.0005466326,0.0004706414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623544,"about_ca_system_score_gemma":0.0007284936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048787,"about_ca_topic_score_gemma":0.003932821,"domain_scores_codex":[0.9959731,0.0003168961,0.0005980747,0.0006167811,0.0009217831,0.00157335],"domain_scores_gemma":[0.9971559,0.0003734861,0.0003546415,0.0007418721,0.0003206065,0.001053462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000218223,0.001333734,0.2153225,0.00006856515,0.0002356615,0.00001407813,0.4203096,0.0001137226,0.0001279789,0.3056532,0.05417156,0.002627639],"study_design_scores_gemma":[0.0004938736,0.00006406863,0.1425987,0.00008738582,0.0001254035,0.0000220608,0.3662688,0.0003660721,0.00003947657,0.000612791,0.488177,0.001144351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6029403,0.001964115,0.007093487,0.1789511,0.01804125,0.002591238,0.0007367348,0.00171132,0.1859704],"genre_scores_gemma":[0.9856591,0.0007724172,0.001712712,0.001733621,0.001448722,0.000124555,0.0004024208,0.00009332878,0.008053086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4340055,"threshold_uncertainty_score":0.999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05200485539416576,"score_gpt":0.3691225960200505,"score_spread":0.3171177406258848,"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."}}