{"id":"W4413481978","doi":"10.64628/aam.hp9hcs7xk","title":"Gen Z is struggling to find work: 4 strategies to move forward","year":2025,"lang":"en","type":"article","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Mount Royal University","funders":"","keywords":"Work (physics); Economics; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01042919,0.0009718674,0.0008193619,0.002734462,0.01035103,0.008889179,0.003207968,0.007269588,0.008749544],"category_scores_gemma":[0.0187118,0.0006525963,0.001599839,0.001400452,0.003952025,0.01015226,0.01258578,0.006438923,0.001957051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004783478,"about_ca_system_score_gemma":0.03517412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02734754,"about_ca_topic_score_gemma":0.07971106,"domain_scores_codex":[0.9960231,0.001806454,0.0002887138,0.0002577698,0.0007216459,0.0009022893],"domain_scores_gemma":[0.9904356,0.003125343,0.0007455174,0.0004254189,0.002299764,0.00296838],"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":[0.0003529233,0.003043873,0.1105576,0.001558293,0.0001459035,0.001524061,0.1758007,0.0003297336,0.0009085867,0.01811152,0.07901327,0.6086537],"study_design_scores_gemma":[0.0003043857,0.001121997,0.0658141,0.004359216,0.0004119026,0.001238943,0.757756,0.001212636,0.001241342,0.03150268,0.1348063,0.0002304665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3040493,0.01016991,0.01269407,0.5723304,0.002795701,0.001412806,0.0003271629,0.000479987,0.09574082],"genre_scores_gemma":[0.8979339,0.01053851,0.0332664,0.03635641,0.0004933905,0.001858408,0.0003923023,0.0001028504,0.0190579],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02734754,"threshold_uncertainty_score":0.05515546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601214708053856,"score_gpt":0.3260951839430391,"score_spread":0.3100830368625005,"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."}}