{"id":"W2753814926","doi":"10.1108/md-12-2016-0900","title":"The consequences of outness: gay men’s workplace experiences","year":2017,"lang":"en","type":"article","venue":"Management Decision","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Originality; Sexual orientation; Social psychology; Thematic analysis; Private sector; Identity (music); Exploratory research; Public sector; Psychology; Sexual identity; Population; Qualitative research; Sexual minority; Sociology; Value (mathematics); Public relations; Gender studies; Human sexuality; Political science; Social science; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008430976,0.0001155113,0.0001574195,0.00008430137,0.001105541,0.0002400424,0.001171049,0.00006010269,0.0005634594],"category_scores_gemma":[0.0001164945,0.0000752173,0.00006743026,0.00007156747,0.0005332001,0.0001439763,0.0002618136,0.00007967094,0.000444663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002659197,"about_ca_system_score_gemma":0.00001487481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477272,"about_ca_topic_score_gemma":0.0002147966,"domain_scores_codex":[0.9986147,0.0001019879,0.0003419491,0.000274917,0.0003641064,0.0003022848],"domain_scores_gemma":[0.9981394,0.0002721993,0.0002712449,0.001209277,0.00004532116,0.00006253053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003857252,0.0001676245,0.1732723,0.0001564378,0.0001375804,0.00008345249,0.00964162,0.000004698578,0.00001330667,0.1196101,0.3506932,0.345834],"study_design_scores_gemma":[0.001460804,0.0001785123,0.698241,0.0001078686,0.00009479971,0.000008457839,0.03572986,0.00001825056,0.00006727207,0.04681203,0.2169503,0.0003308924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5427044,0.001119851,0.0004195814,0.003252535,0.002753338,0.0003474221,0.000002602551,0.00002761681,0.4493726],"genre_scores_gemma":[0.9535502,0.001270767,0.0001993698,0.000127849,0.0001376201,0.00009933371,7.846655e-7,0.000008885374,0.04460524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5249687,"threshold_uncertainty_score":0.8503038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06252454679307597,"score_gpt":0.4225711784217101,"score_spread":0.3600466316286342,"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."}}