{"id":"W6991192639","doi":"","title":"Exploring the association between smartphone use and related mental well-being factors : perspectives from the highest level of football and futsal players in Finland","year":2023,"lang":"fi","type":"dissertation","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Football; Association (psychology); Mental health; Mental stress; Quarter (Canadian coin); Leisure time","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001140712,0.0002927478,0.0004716046,0.0009107131,0.00345709,0.003111608,0.0004686968,0.0008393715,0.003481568],"category_scores_gemma":[0.001263654,0.0003364083,0.0006539508,0.0007964935,0.001327106,0.001639512,0.002471959,0.001760106,0.0003824981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393515,"about_ca_system_score_gemma":0.002158989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06474604,"about_ca_topic_score_gemma":0.1554472,"domain_scores_codex":[0.9993423,0.000166029,0.00003785652,0.00008066074,0.00009881761,0.000274335],"domain_scores_gemma":[0.9991461,0.0001899718,0.0001444095,0.00001449513,0.0001218551,0.0003831539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008550144,0.000197042,0.5846461,0.0002808577,0.00007210249,0.002148253,0.3983983,0.00004365899,0.001352983,0.0004467326,0.001027197,0.01130138],"study_design_scores_gemma":[0.000002730374,0.00008251479,0.2456629,0.0001590175,0.00001985491,0.000307349,0.7509592,0.00004620541,0.00006945388,0.00009078083,0.002580332,0.00001971395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978011,0.0003649787,0.00004756849,0.0005419261,0.00002018348,0.000007611227,0.00006476426,4.774211e-7,0.001151383],"genre_scores_gemma":[0.997212,0.0007732497,0.0001004381,0.0003275211,0.00001459226,0.0000223066,0.00008649867,0.000001960209,0.001461307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06474604,"threshold_uncertainty_score":0.1287384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909533902377683,"score_gpt":0.230562049671305,"score_spread":0.1714667106475282,"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."}}