{"id":"W2754132861","doi":"","title":"Chapter 1. Underage Drinking in Europe and North America","year":2012,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Criminology; Psychology","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":["insufficient_payload"],"category_scores_codex":[0.0004304776,0.000685487,0.0008734097,0.0003410007,0.001253483,0.00005827221,0.0003043507,0.0004433038,0.01267625],"category_scores_gemma":[0.00007793994,0.0006656205,0.0001131448,0.0001383733,0.0002742891,0.003468517,0.0006419066,0.001354401,0.003761281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154828,"about_ca_system_score_gemma":0.0001205521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001066142,"about_ca_topic_score_gemma":0.006812214,"domain_scores_codex":[0.9965897,0.0001764956,0.001072724,0.0007748586,0.0005799317,0.0008063181],"domain_scores_gemma":[0.9976937,0.0003706696,0.0007241953,0.000507527,0.0004172889,0.0002866132],"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":[0.0001284141,0.00009609687,0.01006552,0.0003622783,0.000206118,0.0001207753,0.001418243,0.00000505243,0.000008553269,0.9458076,0.02094052,0.02084079],"study_design_scores_gemma":[0.0009570692,0.0001240646,0.06689441,0.00107419,0.0001121304,0.000006319116,0.00017358,0.000003217615,0.000001809783,0.005560858,0.9243308,0.0007615486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001304875,0.002261755,0.0001425955,0.02423051,0.002219272,0.001899269,0.0004082391,0.0002084365,0.967325],"genre_scores_gemma":[0.1458445,0.02517506,0.000320732,0.07354148,0.005400436,0.001034912,0.00623993,0.0004881868,0.7419547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9402468,"threshold_uncertainty_score":0.9995795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05604396922573544,"score_gpt":0.3163545332851457,"score_spread":0.2603105640594102,"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."}}