{"id":"W4410354649","doi":"10.36315/2025inpact028","title":"ALCOHOL USE BEHAVIOURS AND LIFE SATISFACTION: THE ROLE OF PSYCHOLOGICAL FLEXIBILITY","year":2025,"lang":"en","type":"article","venue":"","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Life satisfaction; Computer science; Psychology; Social psychology; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173569,0.0002647745,0.0003353313,0.0008285148,0.0006112966,0.001706838,0.0003985928,0.0004916785,0.003355047],"category_scores_gemma":[0.004556062,0.0002091527,0.0006820354,0.00100775,0.0007600192,0.0005344684,0.001264498,0.001021607,0.0001649899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000774386,"about_ca_system_score_gemma":0.0006680721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01496015,"about_ca_topic_score_gemma":0.0241281,"domain_scores_codex":[0.9991331,0.0003281393,0.00006138531,0.00009969313,0.0001970428,0.0001807721],"domain_scores_gemma":[0.996569,0.0009053883,0.001101797,0.0001839923,0.0003166543,0.0009231587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009451178,0.0001314851,0.9814223,0.00004562587,0.0001609622,0.0000519538,0.0009654351,0.00009997353,0.0001952893,0.0002947097,0.0002346023,0.01630321],"study_design_scores_gemma":[0.000001905803,0.00003806239,0.9985142,0.0000214341,0.00001521461,0.00003684,0.0007853966,0.0001671715,0.00001790929,0.0001331661,0.0002624752,0.0000062872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950015,0.001180554,0.000187612,0.0005009376,0.00001560586,0.00001634328,0.0002103148,0.000005617655,0.002881519],"genre_scores_gemma":[0.9993221,0.0002499934,0.00008130614,0.00005745786,0.000006226213,0.000005320502,0.0001005684,0.000001763461,0.0001753624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496015,"threshold_uncertainty_score":0.02974612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07546804543650078,"score_gpt":0.4545062893895071,"score_spread":0.3790382439530063,"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."}}