{"id":"W4402721668","doi":"10.1080/14927713.2024.2399584","title":"Navigating the ecosystem of summertime activity choices for youth: a multiple case study analysis","year":2024,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Environmental science; Environmental resource management; Meteorology; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006980151,0.0004495264,0.0006220473,0.00260945,0.006514461,0.002463108,0.001804269,0.001312848,0.002146883],"category_scores_gemma":[0.007257526,0.0005122005,0.0009690717,0.003725535,0.001722706,0.002144108,0.002558335,0.001458531,0.0001168913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006069563,"about_ca_system_score_gemma":0.003909556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04529918,"about_ca_topic_score_gemma":0.1104479,"domain_scores_codex":[0.9951998,0.003135364,0.0002799565,0.0003061522,0.0003895851,0.0006890391],"domain_scores_gemma":[0.9947172,0.003361014,0.0008416871,0.0002557893,0.0005006127,0.0003237652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002556097,0.001922235,0.2773176,0.0006789411,0.0002162799,0.02172419,0.6297504,0.001402725,0.00113384,0.01237642,0.002433899,0.05078802],"study_design_scores_gemma":[0.00002888526,0.0003505316,0.0766132,0.0005320933,0.000158477,0.003720539,0.9034694,0.002622819,0.0007576352,0.001713136,0.009980428,0.00005276522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945974,0.0003677068,0.00210535,0.0004026068,0.000007901429,0.0003386399,0.0001795372,0.000004127258,0.001996644],"genre_scores_gemma":[0.9916527,0.0007010893,0.005935565,0.00007983074,0.000006566895,0.0004190152,0.0001350783,0.000006575932,0.001063518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04529918,"threshold_uncertainty_score":0.09007102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06342752268338271,"score_gpt":0.3696334186809558,"score_spread":0.3062058959975731,"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."}}