{"id":"W2739346460","doi":"","title":"Links between passion, optimism, satisfaction in life and health","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Optimism; Passion; Life satisfaction; Psychology; Computer science; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474314,0.0004022944,0.0005418959,0.0009870845,0.0005894079,0.002509795,0.0003705469,0.001523141,0.01198372],"category_scores_gemma":[0.01152474,0.0002627423,0.0005611056,0.001000717,0.0007913,0.0005453668,0.0009069057,0.001683633,0.0005953324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005168183,"about_ca_system_score_gemma":0.0007165939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006411469,"about_ca_topic_score_gemma":0.005983812,"domain_scores_codex":[0.9994304,0.0002287341,0.00003798803,0.00008001421,0.0001156334,0.0001071488],"domain_scores_gemma":[0.9917517,0.004338052,0.001448634,0.0002302652,0.0004853809,0.001745856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003427839,0.0004613159,0.9831768,0.0001204921,0.000451433,0.0001208078,0.001102163,0.0002379318,0.00028745,0.0005825876,0.00107102,0.01204525],"study_design_scores_gemma":[0.000008671224,0.00007503407,0.9985057,0.00002292407,0.00004610748,0.00003848664,0.0005209194,0.0001106745,0.0000192086,0.0003992823,0.000246078,0.000006915927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885647,0.002619483,0.0001648274,0.002919503,0.0001121355,0.00001818844,0.0008475824,0.00001143083,0.00474211],"genre_scores_gemma":[0.9967578,0.0009452167,0.00013024,0.0002212019,0.0001351823,0.00001915675,0.0003184087,0.000004718002,0.001468063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198372,"threshold_uncertainty_score":0.04008955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453989313768453,"score_gpt":0.3760441523583749,"score_spread":0.3215042592206904,"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."}}