{"id":"W6943817892","doi":"10.17605/osf.io/px6n7","title":"Perceptions of People at Workplace","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Test (biology); Affect (linguistics); Quality (philosophy); Action (physics); Set (abstract data type)","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":[0.002671561,0.0003649268,0.0002684288,0.001503617,0.002549769,0.003953493,0.0003244421,0.0008268617,0.007567258],"category_scores_gemma":[0.00678716,0.0001160346,0.0002777427,0.0005371604,0.002276681,0.001888348,0.002225521,0.0009938546,0.000724312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000738393,"about_ca_system_score_gemma":0.0006051891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005522316,"about_ca_topic_score_gemma":0.005211355,"domain_scores_codex":[0.9961665,0.001855774,0.0001675837,0.0002198422,0.001036224,0.0005542026],"domain_scores_gemma":[0.9952625,0.001443035,0.0008357439,0.0001910822,0.0008654137,0.001402257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002435804,0.0002818393,0.1574054,0.0002101574,0.00004707948,0.000816644,0.7928895,0.0001198309,0.004841149,0.004376888,0.00206251,0.03670544],"study_design_scores_gemma":[0.000009736669,0.0003011861,0.06622189,0.00008906426,0.00001347378,0.0003560098,0.9179548,0.00009260793,0.0004131976,0.0008784633,0.01363626,0.00003333564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661985,0.0003880038,0.0004960633,0.0006538595,0.00008312367,0.00002278481,0.00004555987,0.00001451226,0.03209761],"genre_scores_gemma":[0.9970297,0.0001531302,0.0000727289,0.0001528485,0.00001606307,0.000008026617,0.00001942655,0.00000548543,0.002542674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007567258,"threshold_uncertainty_score":0.02531499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645376795668888,"score_gpt":0.3642092829114261,"score_spread":0.3377555149547372,"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."}}