{"id":"W6929444501","doi":"10.48660/13030085","title":"Creating Great Scientific Workplaces for Men and Women: From Practice to Theory and Back Again","year":2013,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Qualitative research; Agency (philosophy); Government (linguistics)","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":[0.01440844,0.0004826063,0.0003348543,0.002065518,0.006532933,0.01263561,0.00266852,0.003966659,0.09907407],"category_scores_gemma":[0.02078084,0.0004396205,0.0007497976,0.00238359,0.006216551,0.007962138,0.01139063,0.004998541,0.03298383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006075561,"about_ca_system_score_gemma":0.02026468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008079926,"about_ca_topic_score_gemma":0.02743319,"domain_scores_codex":[0.9927261,0.002808342,0.0002169964,0.0004542311,0.003121051,0.0006732392],"domain_scores_gemma":[0.9832686,0.005093252,0.00055758,0.002589934,0.004089056,0.004401584],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004336308,0.000239906,0.0007075738,0.0004697675,0.00001318817,0.0001722543,0.007989264,0.0002272774,0.0005776729,0.2930351,0.4102921,0.2862326],"study_design_scores_gemma":[0.00001213573,0.00001178171,0.0004251694,0.0003115849,0.000003684931,0.0001230685,0.00345469,0.0001120267,0.0003520978,0.02983526,0.9653482,0.00001020079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003037275,0.002148574,0.01389133,0.03376576,0.0008517025,0.0001622668,0.0003460649,0.001295483,0.9445015],"genre_scores_gemma":[0.0714326,0.004826655,0.04432049,0.009420353,0.0005285919,0.0006169436,0.0009817698,0.003365823,0.8645068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9855916,"threshold_uncertainty_score":0.3314357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499953170132119,"score_gpt":0.2733460743362784,"score_spread":0.2583465426349572,"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."}}