{"id":"W2312580919","doi":"10.5509/2015881123","title":"Paths of Integration for Sexual Minorities in Korea","year":2015,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Gender studies; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000372151,0.00005154806,0.0001184396,0.00003833808,0.00005845597,0.000008730598,0.00006140391,0.00005288319,0.000006213319],"category_scores_gemma":[0.0004025846,0.00004244213,0.00002343196,0.0001153705,0.0001814147,0.00009038163,0.000008901673,0.00003656613,0.000005015639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004894483,"about_ca_system_score_gemma":0.0001025104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003976053,"about_ca_topic_score_gemma":0.00596827,"domain_scores_codex":[0.9994519,0.00004017895,0.0001179442,0.00009104276,0.0001553459,0.000143565],"domain_scores_gemma":[0.9996767,0.00007067676,0.0000434459,0.00005253676,0.0001049606,0.00005164621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004207631,0.00006557768,0.004993,0.00002387222,0.00001278568,0.000001618768,0.8808917,0.000001129479,0.0001268864,0.05214432,0.03085983,0.03083715],"study_design_scores_gemma":[0.0001888798,0.00006028707,0.0001146563,0.00001078341,0.000005281059,9.842002e-8,0.9760758,0.000005767781,0.0001755147,0.002270106,0.02104083,0.00005196931],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006315475,0.0004703498,0.0004863349,0.000693008,0.0005235206,0.0003043509,0.00001800353,0.00002799835,0.9911609],"genre_scores_gemma":[0.9948664,0.000028909,0.0006519894,0.00000262916,0.0001946095,0.0000418522,0.000008393887,0.000003269234,0.004201925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.988551,"threshold_uncertainty_score":0.3330435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0432036242314669,"score_gpt":0.3017267131993476,"score_spread":0.2585230889678807,"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."}}