{"id":"W3133957880","doi":"10.1111/sode.12518","title":"Time alone well spent? A person‐centered analysis of adolescents' solitary activities","year":2021,"lang":"en","type":"article","venue":"Social Development","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Solitude; Loneliness; Psychology; Developmental psychology; Constructive; Affect (linguistics); Social psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000711413,0.0002048799,0.0002675224,0.0008431997,0.0004113298,0.001273742,0.0002338478,0.0001589181,0.001748298],"category_scores_gemma":[0.002016822,0.0001069607,0.000447256,0.0007912077,0.0003912464,0.000518867,0.0007957853,0.0003187019,0.0001135761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321315,"about_ca_system_score_gemma":0.0003698392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549624,"about_ca_topic_score_gemma":0.007063147,"domain_scores_codex":[0.9996697,0.0001351622,0.00003084087,0.00004709772,0.00005815842,0.00005905513],"domain_scores_gemma":[0.9982889,0.0004051719,0.0007865414,0.0001009249,0.0001566986,0.0002617082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117541,0.00009464773,0.980993,0.0000319857,0.00009166244,0.00007481578,0.005561532,0.0001520798,0.0006307909,0.0003322882,0.0001668746,0.01175865],"study_design_scores_gemma":[0.000002560485,0.00006466489,0.9913305,0.00001380865,0.00002549864,0.00005970495,0.007218415,0.0006098583,0.000166457,0.0001401964,0.0003628065,0.000005519871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99901,0.00004024813,0.0002991451,0.00002437255,0.000002401691,0.000007898452,0.0001057126,0.000003230503,0.0005069221],"genre_scores_gemma":[0.9995492,0.0000258273,0.0002018515,0.000003930759,0.000002277586,0.00001159105,0.0001063062,0.00000126539,0.00009771583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003549624,"threshold_uncertainty_score":0.007057965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07491831224219068,"score_gpt":0.3569482966041223,"score_spread":0.2820299843619316,"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."}}