{"id":"W4283333299","doi":"10.1016/j.wem.2022.04.005","title":"Gender Distribution Associated With the Journal <i>Wilderness &amp; Environmental Medicine</i>","year":2022,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Gender disparity; Gender equity; Wilderness; Editorial board; Medicine; Peer review; Demography; Publishing; Family medicine; Social science; Library science; Political science; Sociology; Law; Biology","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002575155,0.0002366174,0.0003098648,0.00005179243,0.003495987,0.00002986265,0.0005379731,0.00007501659,0.004200833],"category_scores_gemma":[0.00006356141,0.0001513884,0.00004004253,0.0001915009,0.003302177,0.0001862658,0.0002639738,0.0006201608,0.000008622516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005204578,"about_ca_system_score_gemma":0.00003451704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005154487,"about_ca_topic_score_gemma":0.0001417572,"domain_scores_codex":[0.9961098,0.0005963203,0.0002571385,0.0002920874,0.002270227,0.0004744603],"domain_scores_gemma":[0.9989967,0.0002435289,0.0002267296,0.0002114313,0.000007782434,0.0003138383],"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":[0.0008680163,0.00138611,0.3202521,0.00005040987,0.0008946685,0.0004267663,0.2672556,0.0005141152,0.003167433,0.003301906,0.3270347,0.07484819],"study_design_scores_gemma":[0.003601661,0.0008069432,0.08736048,0.00008349701,0.0005123387,0.0002212222,0.4100912,0.00003081869,0.000006947222,0.0004993433,0.496401,0.0003846138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718146,0.00341459,0.0009747798,0.0195273,0.0007689632,0.0004143532,0.0001532451,0.00004817652,0.002883964],"genre_scores_gemma":[0.9921272,0.001965275,0.000004123352,0.002316596,0.0005557201,0.00001958446,0.0005573641,0.00001953091,0.00243459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2328916,"threshold_uncertainty_score":0.9994103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997234352344027,"score_gpt":0.225629601048815,"score_spread":0.2056572575253747,"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."}}