{"id":"W4383721906","doi":"10.1177/14550725231181440","title":"Ways to get a more balanced gender representation in addiction journals’ management and workforce","year":2023,"lang":"en","type":"article","venue":"Nordic Studies on Alcohol and Drugs","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Drug Abuse","keywords":"Workforce; Promotion (chess); Publishing; Addiction; Affect (linguistics); Psychology; Specialty; Implicit bias; Public relations; Sociology; Political science; Social psychology; Psychiatry; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.162267,0.0008735062,0.0009820684,0.007474243,0.01304166,0.02354366,0.002947887,0.005220205,0.01222477],"category_scores_gemma":[0.2469684,0.001043701,0.0009796348,0.003996108,0.009542506,0.01914394,0.01879122,0.005660252,0.006523979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007900411,"about_ca_system_score_gemma":0.04167624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003363443,"about_ca_topic_score_gemma":0.007806823,"domain_scores_codex":[0.8593877,0.08523715,0.009446761,0.007174442,0.02959321,0.009160661],"domain_scores_gemma":[0.7650414,0.092044,0.02625406,0.02061407,0.05315425,0.0428923],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004079462,0.0005424863,0.01987337,0.001545097,0.0002083293,0.000797799,0.08628241,0.0006050062,0.006519086,0.1164649,0.1459398,0.6208137],"study_design_scores_gemma":[0.0002845445,0.0006874907,0.02139673,0.004061637,0.0001018579,0.001124252,0.06916459,0.0005596671,0.003387782,0.1001659,0.7988148,0.0002508035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06871919,0.008859024,0.0555122,0.7307358,0.01713105,0.001449781,0.0002541348,0.0009866108,0.1163521],"genre_scores_gemma":[0.5823918,0.006151086,0.1305954,0.1957813,0.0132114,0.004773683,0.0003872714,0.0009673888,0.06574062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.837733,"threshold_uncertainty_score":0.8581601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.18363882381504,"score_gpt":0.4239747073388462,"score_spread":0.2403358835238062,"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."}}