{"id":"W6963010246","doi":"10.17605/osf.io/ckw3u","title":"Perceptions of People at Workplace","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Set (abstract data type); Quality (philosophy); Affect (linguistics); Social perception","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002068238,0.0001331907,0.000275452,0.0002149626,0.000668085,0.0004381929,0.003397121,0.000352179,0.03666365],"category_scores_gemma":[0.0005262493,0.0001297622,0.0000865429,0.001907461,0.001692679,0.0002452388,0.001804975,0.0003171964,0.004815646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710607,"about_ca_system_score_gemma":0.0006875652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341579,"about_ca_topic_score_gemma":0.01176655,"domain_scores_codex":[0.9978249,0.000121998,0.0001532555,0.000563258,0.0009325399,0.0004040676],"domain_scores_gemma":[0.9988649,0.00007763915,0.0001481895,0.0006308088,0.00007581654,0.0002026665],"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":[0.000003535782,0.00004187986,0.002766832,0.00004204068,0.00001293738,0.000001589137,0.038106,0.000001136382,0.00001255704,0.09913977,0.8592343,0.0006374565],"study_design_scores_gemma":[0.00003288075,0.00001491732,0.0008496545,0.0004139146,0.00002741346,2.969619e-7,0.01989542,0.000001608261,0.000006141197,0.01094058,0.9676074,0.0002097799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005194125,0.0002364705,0.0002795119,0.001512722,0.001485696,0.0004253444,0.00006786516,0.00007883758,0.9953941],"genre_scores_gemma":[0.03289432,0.0002354025,0.005077245,0.0001601612,0.0002418519,0.000008987507,0.00000338881,0.00005384286,0.9613248],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1083731,"threshold_uncertainty_score":0.9959592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07720258563802848,"score_gpt":0.3819864687068432,"score_spread":0.3047838830688147,"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."}}