{"id":"W2746831670","doi":"10.1186/s12889-017-4677-x","title":"Variations in adolescents’ motivational characteristics across gender and physical activity patterns: A latent class analysis approach","year":2017,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Irish Heart Foundation","keywords":"Latent class model; Physical activity; Psychology; Developmental psychology; Competence (human resources); Dance; Autonomy; Context (archaeology); Recreation; Team sport; Social psychology; Medicine; Physical therapy; Athletes","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":[0.0009005548,0.0001623398,0.0003904486,0.0001724198,0.0004287569,0.0002226354,0.0002245025,0.000118024,0.0001265094],"category_scores_gemma":[0.0001523522,0.000156677,0.00008917962,0.0002588187,0.00008713845,0.0002968111,0.00009494506,0.000293695,0.00001262444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158222,"about_ca_system_score_gemma":0.0002016827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006588637,"about_ca_topic_score_gemma":0.0001391922,"domain_scores_codex":[0.9981141,0.0002837013,0.0003338974,0.0004961354,0.0002727555,0.0004993925],"domain_scores_gemma":[0.9984943,0.00005180941,0.0004776317,0.0006314937,0.00008965838,0.0002551091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000135241,0.001462789,0.978698,0.00005643172,0.00008674791,0.000001443991,0.006815919,0.000004897331,6.780259e-7,0.006922214,0.00008287145,0.005854528],"study_design_scores_gemma":[0.000677661,0.00002076518,0.9948665,0.000008573878,0.00001378855,0.000002199415,0.0005541813,0.00335743,8.899209e-8,0.00004472934,0.0003250304,0.0001289842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418866,0.000006212625,0.05566936,0.001012177,0.0002007495,0.0003125228,0.0001389499,0.00003847458,0.0007349763],"genre_scores_gemma":[0.9984634,0.000005684485,0.0002642242,0.0005952884,0.0002033431,0.00007368642,0.0001677065,0.00001481154,0.00021184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05657684,"threshold_uncertainty_score":0.6389101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216776563625997,"score_gpt":0.3825538384100871,"score_spread":0.2608761820474874,"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."}}