{"id":"W2065588188","doi":"10.1348/014466504323088006","title":"A test of integration of the activation hypothesis and the diathesis‐stress component of the hopelessness theory of depression","year":2004,"lang":"en","type":"article","venue":"British Journal of Clinical Psychology","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Cognition; Diathesis; Clinical psychology; Developmental psychology; Priming (agriculture); Diathesis–stress model; Depression (economics); Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002997109,0.0001918581,0.0009602714,0.0001655366,0.0001004308,0.00001157202,0.000858383,0.0003143886,0.00007650568],"category_scores_gemma":[0.009214215,0.0001056931,0.000541738,0.0006157921,0.002068545,0.0001266365,0.0001275722,0.000642773,0.000001019814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001694256,"about_ca_system_score_gemma":0.00009359077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186084,"about_ca_topic_score_gemma":0.00003415194,"domain_scores_codex":[0.9948319,0.001990447,0.00219724,0.0003117927,0.0004778419,0.000190842],"domain_scores_gemma":[0.9867076,0.007427491,0.004390152,0.0005458003,0.0008628422,0.00006615202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004677784,0.004602277,0.293155,0.00008750516,0.0005027932,0.000005053499,0.001265107,0.00002092461,0.003554936,0.001109932,0.0003763391,0.6906424],"study_design_scores_gemma":[0.007320543,0.0003664476,0.9506233,0.001251015,0.0002624135,0.0001717997,0.0009415214,0.000001471075,0.01423395,0.0246239,0.000112374,0.00009126111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888749,0.004227199,0.002980575,0.0008062453,0.001179227,0.0004373723,0.00006931453,0.000004546258,0.00142061],"genre_scores_gemma":[0.9903876,0.008800264,0.0003122248,0.0002503007,0.0001712574,0.00001404579,0.000001316034,0.00002467726,0.00003835978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6905511,"threshold_uncertainty_score":0.9991316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09481198088932466,"score_gpt":0.4013774486803526,"score_spread":0.3065654677910279,"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."}}