{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004383679,0.0004822189,0.0008457801,0.0005757015,0.001494826,0.0001706118,0.001041504,0.0004619549,0.00002844949],"category_scores_gemma":[0.0005192043,0.0004925301,0.000317068,0.001051043,0.001699012,0.002208926,0.0007546801,0.001076902,0.00001791625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007652898,"about_ca_system_score_gemma":0.0002197685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03847561,"about_ca_topic_score_gemma":0.02502417,"domain_scores_codex":[0.996927,0.0005046135,0.0003711655,0.0007637384,0.0008085411,0.0006248959],"domain_scores_gemma":[0.9950874,0.003157732,0.001027341,0.0003445029,0.0001851011,0.0001978636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004730944,0.0001277267,0.7482899,0.00005155328,0.0008889865,0.00003652502,0.247152,0.000006043664,0.0002154606,0.0005771766,0.0003028856,0.00187862],"study_design_scores_gemma":[0.001307733,0.00009371526,0.6063594,0.0003116476,0.0002623712,4.931611e-7,0.3904806,0.00002364874,0.0000302142,0.0005265527,0.0003289888,0.0002746477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993308,0.00004646495,0.00002389984,0.001265428,0.0003416896,0.0006907079,0.002432331,0.00007432443,0.001817164],"genre_scores_gemma":[0.9909555,0.001694167,0.00006331463,0.00000594388,0.00003463714,2.001189e-7,0.0005601096,0.00003373767,0.006652388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1433285,"threshold_uncertainty_score":0.9998051,"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."}}