{"id":"W4400406322","doi":"10.36510/learnland.v17i1.1117","title":"Airglow: Young People and Wellbeing","year":2024,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Airglow; Psychology; Geography; Astronomy; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003920467,0.00005547311,0.00006908279,0.00004130968,0.0008119942,0.0002546516,0.00006688238,0.00005979931,0.0001652731],"category_scores_gemma":[0.000147254,0.00005193361,0.00003544039,0.0002076822,0.00003941192,0.0001348523,0.00004595393,0.000183626,0.00006295949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002410811,"about_ca_system_score_gemma":0.00006593773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005953139,"about_ca_topic_score_gemma":0.00232251,"domain_scores_codex":[0.999375,0.00008110252,0.00006989572,0.0001431929,0.0001580065,0.0001727416],"domain_scores_gemma":[0.9997202,0.000134675,0.00001453725,0.00003859899,0.00001939919,0.00007257241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002539929,0.00001484466,0.3451561,0.00006957258,0.00003018505,0.000004717145,0.5566812,0.0001525136,0.00005985277,0.08072346,0.001586039,0.01551896],"study_design_scores_gemma":[0.0001544207,0.00003498277,0.1031667,0.000125971,0.00004233669,0.00000829804,0.09742077,0.0252192,0.000004035543,0.002456588,0.7710065,0.0003601715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035043,0.001110531,0.0002440541,0.003317818,0.000830382,0.00006365032,9.490757e-7,0.0003443291,0.090584],"genre_scores_gemma":[0.9806885,0.0003829382,0.0001433904,0.00004689201,0.0002639832,0.000004362908,0.000006224524,0.000009673538,0.01845403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7694204,"threshold_uncertainty_score":0.6245285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008721804268885644,"score_gpt":0.2811085740040227,"score_spread":0.2723867697351371,"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."}}