{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003790109,0.0001329867,0.0001677444,0.00009347911,0.0001198162,0.00002308557,0.00005586059,0.00009443946,0.004365937],"category_scores_gemma":[0.000301156,0.000113604,0.00007106677,0.0003122858,0.00009618951,0.0001736524,0.00002072083,0.0001790464,0.00001322136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009891408,"about_ca_system_score_gemma":0.00004534589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000418843,"about_ca_topic_score_gemma":0.00006278686,"domain_scores_codex":[0.9985343,0.0002871236,0.0003344656,0.0003442945,0.0003147642,0.0001850038],"domain_scores_gemma":[0.9991087,0.000380734,0.0001686875,0.0001553675,0.0001299251,0.00005658999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001528386,0.0003340065,0.9356574,0.00003072385,0.00002509289,0.000008893057,0.01434424,0.00001929182,0.0001514639,0.04777069,0.000169781,0.001335612],"study_design_scores_gemma":[0.0007253969,0.0000548967,0.9950899,0.0002223596,0.00001195486,0.00003187829,0.002239395,0.0009497401,0.00005714882,0.0004726711,0.00004206711,0.0001025595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957958,0.0001149025,0.0009286772,0.001981707,0.0004584511,0.0002752914,0.00001501237,0.0000169972,0.0004131985],"genre_scores_gemma":[0.9989669,0.00002476994,0.00005430226,0.0005627274,0.0001685388,0.00002358522,0.00006148541,0.000009001633,0.0001286967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05943257,"threshold_uncertainty_score":0.9965442,"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."}}