{"id":"W2740820315","doi":"10.1016/j.cmet.2017.07.015","title":"Holding Onto Youth","year":2017,"lang":"en","type":"letter","venue":"Cell Metabolism","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Biology; Computational biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006230429,0.0002762087,0.000435792,0.00009725236,0.001433292,0.0005740001,0.001143482,0.001113688,0.0004376333],"category_scores_gemma":[0.0002352195,0.0002839096,0.0003349233,0.0001006123,0.0004039314,0.000227526,0.0000802992,0.001395565,0.0004981206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175372,"about_ca_system_score_gemma":0.0006770191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003790118,"about_ca_topic_score_gemma":0.000187225,"domain_scores_codex":[0.9977261,0.0002662067,0.0002434172,0.000437704,0.0006792718,0.0006472422],"domain_scores_gemma":[0.9985094,0.00007984174,0.0003812329,0.0007182006,0.0001519494,0.000159352],"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":[5.943886e-7,0.00001786759,0.00005045888,0.00003153018,0.00002167432,0.00001452442,0.06457664,2.833972e-7,0.000005068564,0.001601532,0.9329858,0.0006940709],"study_design_scores_gemma":[0.0001110246,0.000001784442,0.000195699,0.0000200738,0.0001302774,2.095955e-7,0.005609282,0.000002301855,0.000005626474,0.0006990999,0.9928793,0.0003453766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004523933,0.002406325,0.00003773273,0.363306,0.01632744,0.0004367338,0.0001450686,0.0001998434,0.6126169],"genre_scores_gemma":[0.02924763,0.001242376,0.0004483115,0.4458242,0.0341608,0.00003525294,0.0004096857,0.0001090786,0.4885227],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1240942,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05702318857871096,"score_gpt":0.3201597457706886,"score_spread":0.2631365571919776,"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."}}