{"id":"W6983296625","doi":"","title":"Mainstreaming equality: promoting equality and accommodating diversity in further education, training & labour market programmes [2006 conference proceedings]","year":2008,"lang":"en","type":"report","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; European Commission","keywords":"Training (meteorology); Diversity (politics); Mainstreaming; Officer; Gender mainstreaming","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00624194,0.001697726,0.002470819,0.0007296125,0.003228639,0.00129826,0.001902813,0.001091267,0.00004050671],"category_scores_gemma":[0.001253441,0.001594282,0.0004254267,0.001670808,0.0009157751,0.003064164,0.002984239,0.00362083,0.00002497624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738005,"about_ca_system_score_gemma":0.01317495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222315,"about_ca_topic_score_gemma":0.0005133065,"domain_scores_codex":[0.9865187,0.001830275,0.003577472,0.002681745,0.002776185,0.002615639],"domain_scores_gemma":[0.9901454,0.0006212505,0.005857961,0.001481585,0.0009577047,0.000936095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410142,0.001249455,0.7557955,0.006014758,0.0003122026,0.00007686039,0.06556981,0.00000178774,0.00001521912,0.0001582645,0.1405288,0.03013639],"study_design_scores_gemma":[0.001727832,0.0007801337,0.6004718,0.01231403,0.0002560641,0.001514843,0.03293593,0.0001178909,0.00007119507,0.000800581,0.3451695,0.003840245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8956304,0.00686769,0.00001372673,0.005864239,0.00269894,0.006352727,0.001031067,0.001312196,0.08022901],"genre_scores_gemma":[0.9623792,0.001368445,0.002401344,0.0006188242,0.002740076,0.0006022338,0.0006682641,0.0007013012,0.02852034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2046407,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07340280482708629,"score_gpt":0.3204496961983138,"score_spread":0.2470468913712275,"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."}}