{"id":"W2884208588","doi":"10.1111/irj.12223","title":"Sexual orientation, labour supply and occupational sorting in Canada","year":2018,"lang":"en","type":"article","venue":"Industrial Relations Journal","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Sexual orientation; Earnings; Spouse; Sorting; sort; Psychology; Demographic economics; Orientation (vector space); Labour economics; Social psychology; Economics; Political science; Law","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":[0.0008238514,0.00007021704,0.00009130772,0.000123847,0.0009862906,0.0001219555,0.0001032745,0.0001182081,0.0003451984],"category_scores_gemma":[0.001104002,0.00007367438,0.00001290013,0.0004893179,0.0001263699,0.0003283584,0.00001666326,0.0004008106,0.000007471768],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006716503,"about_ca_system_score_gemma":0.006887133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6574675,"about_ca_topic_score_gemma":0.942847,"domain_scores_codex":[0.9986321,0.0001881036,0.0003645546,0.0001242691,0.0004305741,0.0002604142],"domain_scores_gemma":[0.9991242,0.0001897254,0.0001764676,0.00005470164,0.0002936645,0.0001612928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001226,0.000008904865,0.9793709,2.943025e-7,0.000008260876,0.000005098795,0.004281536,0.0001870274,0.000007790707,0.01015049,0.002701215,0.003266229],"study_design_scores_gemma":[0.0009233882,0.00003394542,0.949167,0.00001415157,0.00001122867,0.00001309033,0.02951332,0.0003734348,0.000001818471,0.002963316,0.01685922,0.0001261551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939149,0.00002729041,0.0004917402,0.00120829,0.001307978,0.00009958754,0.0000245974,0.000008008846,0.002917615],"genre_scores_gemma":[0.9967047,0.0000153711,0.000474201,0.000128791,0.001704407,0.000002147269,0.00000876161,0.000005834028,0.0009557705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853795,"threshold_uncertainty_score":0.9987429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05207163463087765,"score_gpt":0.3132243415571717,"score_spread":0.2611527069262941,"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."}}