{"id":"W3003725426","doi":"","title":"Gen Z: Where are we now, and future pathways","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Generational Differences and Trends","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Computational biology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005985083,0.00007918328,0.0001377393,0.00009774961,0.0002530377,0.0001241032,0.0001979655,0.0001250249,0.0005872704],"category_scores_gemma":[0.00002024932,0.00007535454,0.00003609631,0.0001016282,0.0001497328,0.0001272118,0.00007806707,0.0002331443,0.00004651286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013527,"about_ca_system_score_gemma":0.0001898908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009921562,"about_ca_topic_score_gemma":0.01516628,"domain_scores_codex":[0.9988577,0.0001394358,0.0001397898,0.000295201,0.0001957147,0.0003721708],"domain_scores_gemma":[0.9994631,0.0001362315,0.00004065657,0.0001764136,0.0000517064,0.0001319361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004218971,0.000107846,0.4563668,0.0000624887,0.00004078021,0.00001698078,0.006439038,0.0001721749,0.0002736517,0.07198952,0.001460803,0.4630277],"study_design_scores_gemma":[0.0003504675,0.00005509443,0.1130808,0.00002804531,0.000001593115,0.000001214165,0.01595577,0.0005823193,0.0000146062,0.003004344,0.8667505,0.0001752964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7556178,0.000432951,1.111952e-7,0.00840064,0.0002449384,0.0001665288,0.0000165052,0.00001399985,0.2351065],"genre_scores_gemma":[0.9386154,0.04965011,0.0001025449,0.00006172983,0.0005481593,0.00002069768,0.000006370147,0.0000106305,0.01098434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8652897,"threshold_uncertainty_score":0.8463139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03854503647504831,"score_gpt":0.3130431515954563,"score_spread":0.2744981151204079,"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."}}