{"id":"W6920970617","doi":"10.6084/m9.figshare.c.7163782","title":"Training in the implementation of sex and gender research policies: an evaluation of publicly available online courses","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Urbanism, Landscape, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Inclusion (mineral); Training (meteorology); Biological sex; Research design; Dimension (graph theory); Gender balance; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.201536,0.001373516,0.002164715,0.003358879,0.003095815,0.008179971,0.005521009,0.004924078,0.01235006],"category_scores_gemma":[0.4243811,0.001371963,0.002290247,0.003375457,0.003643287,0.009336866,0.009238266,0.005774985,0.00214776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01172685,"about_ca_system_score_gemma":0.02027755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004009598,"about_ca_topic_score_gemma":0.004236226,"domain_scores_codex":[0.8186592,0.1265099,0.01195331,0.007046072,0.02675756,0.009073936],"domain_scores_gemma":[0.3588616,0.5167344,0.03918391,0.02933888,0.03134296,0.02453831],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01701322,0.1401996,0.07602913,0.009567201,0.0006362481,0.0005013787,0.02261425,0.009600054,0.002789268,0.006356223,0.01860703,0.6960865],"study_design_scores_gemma":[0.02963637,0.1532527,0.5426376,0.02466644,0.003012433,0.0005147773,0.04560471,0.04024012,0.02440291,0.01149681,0.1230472,0.001487935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962388,0.0006981841,0.00653249,0.003691564,0.0004080856,0.01147585,0.001170879,0.0008797378,0.01275525],"genre_scores_gemma":[0.9443578,0.0006080609,0.02519624,0.003081175,0.0001941725,0.02181871,0.001053155,0.0002541453,0.003436604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7984639,"threshold_uncertainty_score":0.9846482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4845286321013988,"score_gpt":0.5167588186659771,"score_spread":0.03223018656457821,"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."}}