{"id":"W2493140117","doi":"10.1093/jcr/ucw036","title":"Coping and Construal Level Matching Drives Health Message Effectiveness via Response Efficacy or Self-Efficacy Enhancement","year":2016,"lang":"en","type":"article","venue":"Journal of Consumer Research","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Construal level theory; Coping (psychology); Psychology; Social psychology; Avoidance coping; Clinical 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":[0.002879075,0.0003241749,0.0003271533,0.0002479635,0.0003158528,0.00133654,0.0002860351,0.0009104364,0.005121131],"category_scores_gemma":[0.01431819,0.0003315178,0.0003345451,0.0001326042,0.0007866331,0.0007957633,0.0007846417,0.001136224,0.0003215745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935964,"about_ca_system_score_gemma":0.0002605014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002077975,"about_ca_topic_score_gemma":0.0002041183,"domain_scores_codex":[0.9987118,0.0006513541,0.0001060391,0.000215277,0.0001520749,0.0001634628],"domain_scores_gemma":[0.9829801,0.01229056,0.00258817,0.001164668,0.000223459,0.0007530145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03510592,0.06038594,0.3599636,0.001285799,0.0008937023,0.0004318311,0.009512637,0.004030957,0.4111841,0.01085443,0.0008053921,0.1055457],"study_design_scores_gemma":[0.001766647,0.03077018,0.8862197,0.000107007,0.0006699838,0.0001865604,0.002112099,0.00912605,0.05829425,0.009307541,0.001319548,0.0001204123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981553,0.00002489068,0.0004181789,0.00005145447,0.000008810615,0.00004575827,0.00001457532,0.000006520524,0.001274439],"genre_scores_gemma":[0.9987532,0.00001860187,0.000764437,0.00004942639,0.000008170914,0.00008978029,0.00002073357,0.00000426438,0.0002913343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005121131,"threshold_uncertainty_score":0.01713192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2106584140447337,"score_gpt":0.5235217103405726,"score_spread":0.3128632962958389,"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."}}