{"id":"W744671196","doi":"10.59139/ws.2012.03.2","title":"Problematyka badań jakości zatrudnienia","year":2012,"lang":"en","type":"article","venue":"Wiadomości Statystyczne The Polish Statistician","topic":"Labour Market and Migration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Quality (philosophy); Political science; Statistical analysis; Regional science; Official statistics; European commission; Public administration; Library science; Sociology; Statistics; Law; Business; Computer science; European union; Mathematics; International trade","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002051502,0.0002658691,0.0002874103,0.0001103213,0.001641135,0.000310509,0.0005779489,0.0001250967,0.001107845],"category_scores_gemma":[0.0009725711,0.0002004784,0.00009481959,0.0005726296,0.0006794748,0.0007854272,0.00009880556,0.0002647151,0.0004210805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648638,"about_ca_system_score_gemma":0.0004111135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096073,"about_ca_topic_score_gemma":0.01418476,"domain_scores_codex":[0.9963747,0.0007789597,0.0004395149,0.0002723511,0.0007828735,0.001351629],"domain_scores_gemma":[0.9979721,0.0006707972,0.0002513188,0.0004375745,0.0002045748,0.0004636099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005884894,0.000175865,0.007566568,0.0000370615,0.00006506083,0.000006290177,0.0762505,0.000004723509,0.0001367229,0.7924566,0.1087532,0.01448856],"study_design_scores_gemma":[0.0007811456,0.00008114109,0.04157174,0.00005885105,0.0001789205,0.00001071617,0.01693735,0.0000711479,0.0001257948,0.03250737,0.9069644,0.0007114901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.271353,0.001925183,0.03113074,0.02517715,0.008134282,0.004488965,0.001520482,0.001360877,0.6549093],"genre_scores_gemma":[0.9851464,0.0001424282,0.002205528,0.001137166,0.001762331,0.00007949632,0.00005971096,0.0000464662,0.009420477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7982111,"threshold_uncertainty_score":0.9998053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978601001023772,"score_gpt":0.3288499069032002,"score_spread":0.3090638968929625,"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."}}