{"id":"W4200149699","doi":"10.3389/fpsyg.2021.802602","title":"Editorial: Recent Empirical Research and Methodologies in Defense Mechanisms: Defenses as Fundamental Contributors to Adaptation","year":2021,"lang":"en","type":"editorial","venue":"Frontiers in Psychology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Psychology; Adaptation (eye); Cognitive science; Neuroscience","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":[0.007979229,0.0050462,0.004588468,0.004849771,0.003930042,0.007319133,0.003970785,0.01424294,0.03314345],"category_scores_gemma":[0.04440329,0.001210715,0.002467793,0.002074236,0.002659,0.004939281,0.001835758,0.01514485,0.01912838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002929543,"about_ca_system_score_gemma":0.003315019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989862,"about_ca_topic_score_gemma":0.006153919,"domain_scores_codex":[0.9953062,0.0008202752,0.0006661505,0.0006777226,0.002221554,0.0003081431],"domain_scores_gemma":[0.9632367,0.01731176,0.001870959,0.0008410505,0.01296223,0.003777211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002951171,0.000006685208,0.00001942971,0.0001551436,0.00000966728,0.00005505181,0.00001009967,0.00001649184,0.00002544015,0.0001941692,0.9965726,0.002905677],"study_design_scores_gemma":[0.00009910824,0.00003089389,0.0004695647,0.0008097628,0.00006877039,0.0003075603,0.00009178348,0.0002344151,0.0001161439,0.002451754,0.9952786,0.00004156732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001983883,0.001904064,0.00008672255,0.02003351,0.9771053,0.00001206064,0.00005872274,0.00004105005,0.0007387234],"genre_scores_gemma":[0.0003196476,0.002162105,0.00009989417,0.009840827,0.9813346,0.00002202483,0.00003992515,0.00003967098,0.006141438],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03314345,"threshold_uncertainty_score":0.1108759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162111121236845,"score_gpt":0.464476685977988,"score_spread":0.3482655738543035,"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."}}