{"id":"W4410386197","doi":"10.21226/ewjus895","title":"Contributors","year":2025,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002038424,0.0001144501,0.0004825081,0.0001426956,0.0004974462,0.00003934134,0.0003309535,0.0001089637,0.00009440239],"category_scores_gemma":[0.01103123,0.00009485344,0.0001826732,0.0003193556,0.001543176,0.0001317763,0.00008090012,0.0003057972,0.0000251786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193069,"about_ca_system_score_gemma":0.0003922639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005638038,"about_ca_topic_score_gemma":0.0002454728,"domain_scores_codex":[0.9982325,0.0003983963,0.0005052651,0.0001174974,0.0003582322,0.0003880742],"domain_scores_gemma":[0.9971632,0.001449235,0.0002063016,0.0001032462,0.0009382765,0.0001397097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001369819,0.0002123504,0.01833988,0.00006149057,0.001324834,0.000249565,0.46658,0.000007571095,0.0001039231,0.4449315,0.03431353,0.03373838],"study_design_scores_gemma":[0.0007474273,0.000121936,0.007711474,0.0001781658,0.0001099535,0.00000952071,0.1310592,5.951096e-7,0.00001439249,0.01773532,0.84218,0.0001320505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5874996,0.04753929,0.0004221665,0.1816072,0.01031453,0.0003835961,0.00002725383,0.0001061094,0.1721003],"genre_scores_gemma":[0.9946535,0.001573193,0.0003088622,0.001164534,0.0008416479,0.000003132292,2.44679e-7,0.000005808936,0.001449107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8078665,"threshold_uncertainty_score":0.9972993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06598434592248835,"score_gpt":0.4613892160532476,"score_spread":0.3954048701307592,"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."}}