{"id":"W3126583863","doi":"10.1007/s11031-021-09865-7","title":"On the efficacy of volitional personality change in young adulthood: Convergent evidence using a longitudinal personal goal paradigm","year":2021,"lang":"en","type":"article","venue":"Motivation and Emotion","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Psychology; Personality; Goal pursuit; Longitudinal study; Sample (material); Goal orientation; Goal setting; Developmental psychology; Social psychology; Cognitive psychology","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":[0.006655725,0.000322415,0.0004790289,0.001278702,0.0009189769,0.001408414,0.0005825393,0.001046271,0.001142908],"category_scores_gemma":[0.01481357,0.0004535055,0.0005203555,0.0007655778,0.001081989,0.0008136363,0.001137036,0.001278222,0.0002232362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005676619,"about_ca_system_score_gemma":0.0007650834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004424858,"about_ca_topic_score_gemma":0.007831127,"domain_scores_codex":[0.9984208,0.0006601112,0.00009704778,0.0002379387,0.0004345586,0.0001495394],"domain_scores_gemma":[0.9802539,0.01142521,0.003356991,0.001911361,0.001574189,0.001478378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001685958,0.005587766,0.9542078,0.0001111708,0.0004811036,0.0001314218,0.005515754,0.0006683186,0.002911034,0.001899329,0.0002052918,0.02659502],"study_design_scores_gemma":[0.00003448979,0.0005459071,0.9973179,0.00001759155,0.00006003732,0.00002828799,0.0006941694,0.000366685,0.0003545854,0.0002553679,0.0003149765,0.000009955249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980685,0.0002274648,0.00012084,0.00004570884,0.000007505363,0.00002035301,0.00002786595,0.000001876752,0.001479858],"genre_scores_gemma":[0.9989095,0.000209223,0.0002639663,0.00003204682,0.000007644873,0.00003988188,0.00007564478,0.000002826287,0.0004592695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006655725,"threshold_uncertainty_score":0.03519922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302807381865074,"score_gpt":0.3420357888015854,"score_spread":0.2117550506150779,"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."}}