{"id":"W3048395577","doi":"10.26686/pq.v16i3.6557","title":"Doubling Down on Children and Young People’s Aspirations Post-lockdown","year":2020,"lang":"en","type":"article","venue":"Policy Quarterly","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Psychology; Developmental psychology; 2019-20 coronavirus outbreak; Order (exchange); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Business","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":[0.00006077415,0.000141226,0.0001670101,0.0001193853,0.000172765,0.00006645864,0.0001434678,0.00007344058,0.000200802],"category_scores_gemma":[0.00001255923,0.0001294822,0.00004757319,0.0002567153,0.000041355,0.0001245367,0.00001108002,0.0001740105,0.0006807445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002946247,"about_ca_system_score_gemma":0.00006245354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008768675,"about_ca_topic_score_gemma":0.0006827682,"domain_scores_codex":[0.998877,0.00006217127,0.000220692,0.000338591,0.0001370028,0.0003645452],"domain_scores_gemma":[0.9993702,0.00002995386,0.00006352136,0.000227955,0.00002296911,0.0002854548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005767006,0.0005975431,0.1145421,0.00005877311,0.0001830567,0.00002043379,0.3360226,0.000009289747,0.002193307,0.1404482,0.02426757,0.3810804],"study_design_scores_gemma":[0.001384399,0.003390625,0.9921079,0.00001300036,0.00001802939,0.00006982742,0.001857924,0.00003257185,0.00005685729,0.0002801662,0.0005763656,0.000212393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629515,0.00006847636,0.00005318584,0.01993568,0.000181299,0.0003365415,0.00009489887,0.00009001984,0.01628841],"genre_scores_gemma":[0.9912143,0.000005330929,0.00003436938,0.007436236,0.0008196334,0.0000269898,0.00004664532,0.00001721153,0.000399285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8775657,"threshold_uncertainty_score":0.997832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828134639809896,"score_gpt":0.3585503621354213,"score_spread":0.3302690157373223,"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."}}