{"id":"W1999522639","doi":"10.1177/0734371x12453055","title":"Anticipated Discrimination and a Career Choice in Nonprofit","year":2012,"lang":"en","type":"article","venue":"Review of Public Personnel Administration","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Carleton University; Dalhousie University","funders":"","keywords":"Salary; Lesbian; Sexual orientation; Social psychology; Value (mathematics); Psychology; Employment discrimination; Identity (music); Anticipation (artificial intelligence); Work (physics); Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001726313,0.00007934753,0.0001795232,0.00007823038,0.0001056855,0.00004047333,0.00008524655,0.00005973288,0.0001096722],"category_scores_gemma":[0.000984768,0.00007540317,0.00003732644,0.0003576671,0.00008464885,0.0007572579,0.00001435329,0.00007413569,0.000003640344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007413073,"about_ca_system_score_gemma":0.0001302581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560303,"about_ca_topic_score_gemma":0.002900345,"domain_scores_codex":[0.9988978,0.0002035634,0.0002531635,0.0001210231,0.0002597789,0.0002646676],"domain_scores_gemma":[0.9994922,0.00007003573,0.0001210356,0.00008838981,0.0001056763,0.0001227098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004660098,0.0002003254,0.9154329,0.004895758,0.00001469666,0.000001102726,0.01955782,2.859204e-8,0.0009096333,0.02573732,0.0001281873,0.03311761],"study_design_scores_gemma":[0.0004217417,0.0001180793,0.9515856,0.00375884,0.00007186143,0.000005929883,0.01294324,0.00007938409,0.0002819797,0.00004244831,0.03033112,0.0003597824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718377,0.02028639,0.0001149953,0.001671366,0.0001555198,0.000416657,0.000005714587,0.0000264508,0.00548521],"genre_scores_gemma":[0.9945663,0.004864927,0.0001424315,0.0001011473,0.0001688305,0.00003088856,0.00002339773,0.000006005267,0.00009603894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03615274,"threshold_uncertainty_score":0.3074852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206208654155165,"score_gpt":0.3816809513606892,"score_spread":0.2610600859451727,"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."}}