{"id":"W6928892484","doi":"10.3886/e116922v1","title":"Workplace Equity Survey","year":2017,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Workforce; Equity (law); Publishing; Project commissioning; Workforce planning; Human resource management; Executive summary; Workforce development","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":[],"consensus_categories":[],"category_scores_codex":[0.001993972,0.0006075887,0.0006393212,0.002859771,0.0007500633,0.001222584,0.001575104,0.001035566,0.03334964],"category_scores_gemma":[0.008239752,0.0003503162,0.0004996331,0.004578045,0.0002823472,0.001028012,0.001962678,0.001648278,0.02983291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189231,"about_ca_system_score_gemma":0.003213283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03787128,"about_ca_topic_score_gemma":0.04875048,"domain_scores_codex":[0.9982464,0.0003925943,0.0003388117,0.0003417098,0.0004510307,0.0002295162],"domain_scores_gemma":[0.9950674,0.0008502235,0.0008580621,0.000499906,0.00228185,0.0004426244],"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":[0.0001261704,0.00008919331,0.01984864,0.0005224021,0.00004271102,0.00003309529,0.0001423255,0.0001525968,0.00009332308,0.001153901,0.9688569,0.008938776],"study_design_scores_gemma":[0.0002954828,0.00005813325,0.1085337,0.0005962521,0.00004492177,0.0001155578,0.0008971255,0.0004499476,0.0003494704,0.0008905439,0.8877199,0.00004902931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002333028,0.00009369054,0.0001711991,0.000298385,0.00003035468,0.0001363,0.993149,0.00009689599,0.003691227],"genre_scores_gemma":[0.006104359,0.0001637797,0.0007435299,0.0004162788,0.00003293951,0.001082129,0.9866681,0.00005873699,0.004730233],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03787128,"threshold_uncertainty_score":0.1115656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3198733221080284,"score_gpt":0.5038963635744,"score_spread":0.1840230414663717,"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."}}