{"id":"W2157571227","doi":"10.1177/0886260506290425","title":"Repetition or Reparation?","year":2006,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Repetition (rhetorical device); Poison control; Human factors and ergonomics; Psychology; Suicide prevention; Injury prevention; Occupational safety and health; Medical emergency; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002129962,0.00007296258,0.0001145904,0.00008503153,0.00004006422,0.00001915965,0.0001781321,0.00005300011,0.002003952],"category_scores_gemma":[0.000009267882,0.000052508,0.0001026464,0.0001221731,0.00004448213,0.00009497388,0.000005225639,0.0001485837,0.00005552858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004005543,"about_ca_system_score_gemma":0.00002739005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004530713,"about_ca_topic_score_gemma":0.000009254386,"domain_scores_codex":[0.9992263,0.00003484216,0.000379873,0.0001105106,0.0001423131,0.0001061333],"domain_scores_gemma":[0.9993201,0.00004735143,0.0003169242,0.000145794,0.0001348794,0.00003495636],"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":[0.003755298,0.002034318,0.009414233,0.00002412544,0.0002068818,0.0003211446,0.001839771,0.00002582416,0.07035653,0.2170154,0.600026,0.09498053],"study_design_scores_gemma":[0.00375304,0.00493662,0.1279388,0.002686842,0.0001237619,0.008501053,0.002926614,0.0002820459,0.01959349,0.09789099,0.7303479,0.001018826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650037,0.0009108178,0.08078391,0.002216212,0.0009010789,0.0002011167,0.00001661343,0.00007456128,0.04989199],"genre_scores_gemma":[0.9905882,0.0001158925,0.005535833,0.0005135511,0.0005129498,0.00001560536,0.000001713274,0.000009752164,0.002706446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130322,"threshold_uncertainty_score":0.9989083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770082878319882,"score_gpt":0.3552745378692819,"score_spread":0.3375737090860831,"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."}}