{"id":"W1770389830","doi":"","title":"Commentary on Koszowy","year":2003,"lang":"pl","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Labour Market and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006987147,0.001018602,0.001779688,0.002407062,0.006246759,0.006744891,0.00256177,0.01898909,0.007992137],"category_scores_gemma":[0.0472732,0.0006333871,0.0009051842,0.00300712,0.008815029,0.01071113,0.005231258,0.03173711,0.005781622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007781207,"about_ca_system_score_gemma":0.008176289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105522,"about_ca_topic_score_gemma":0.0124319,"domain_scores_codex":[0.9942414,0.002128844,0.0003549772,0.000902474,0.001715716,0.0006566248],"domain_scores_gemma":[0.9762547,0.01419034,0.001080966,0.0006537006,0.006173797,0.001646633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008934639,0.000002668524,0.00002496758,0.00004463861,0.000001940861,0.00008586112,0.0006767227,0.00001066199,0.0000176594,0.006951903,0.9898639,0.002310031],"study_design_scores_gemma":[0.000004821796,0.00000368624,0.0001133439,0.0003950331,0.000002585918,0.0001444672,0.0007023736,0.00002395142,0.00002781786,0.004237687,0.994333,0.00001116434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002161207,0.0166685,0.0002062415,0.9120423,0.06430869,0.000005822811,0.00004815952,0.00002719724,0.006476976],"genre_scores_gemma":[0.007342848,0.01118322,0.0003540955,0.8909054,0.07069104,0.00006450168,0.00004094876,0.0001346488,0.01928316],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01898909,"threshold_uncertainty_score":0.05645686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999925290076245,"score_gpt":0.2412113930614115,"score_spread":0.2212121401606491,"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."}}