{"id":"W3087952140","doi":"10.1515/bis-2020-0023","title":"Birnbaum, S., Ferrarini, T., Nelson, K., &amp; Palme, J: Universal Basic Income","year":2020,"lang":"en","type":"article","venue":"Basic Income Studies","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Basic income; Economics; Mathematics; Mathematical economics; Market economy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005466953,0.0002846587,0.0004634702,0.0001468949,0.001300581,0.00007975448,0.0005295558,0.0001197414,0.0002809392],"category_scores_gemma":[0.0005743557,0.0002596503,0.000154556,0.0009915859,0.0006779472,0.0003434236,0.0003692926,0.0002950116,0.001029069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655891,"about_ca_system_score_gemma":0.0003707723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236828,"about_ca_topic_score_gemma":0.003114929,"domain_scores_codex":[0.9976636,0.0003052273,0.0003546856,0.0004245992,0.0006362144,0.0006156475],"domain_scores_gemma":[0.9988037,0.0003428324,0.0001447913,0.0002053778,0.0002104105,0.0002928266],"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":[0.0001769455,0.0001034055,0.2781768,0.0002243085,0.0009794844,0.0001037923,0.2095433,0.00001578288,0.00005241967,0.3929923,0.1102558,0.00737558],"study_design_scores_gemma":[0.0006007312,0.00006240165,0.1132745,0.00007066542,0.00004809638,0.000001632349,0.01318154,0.000004271327,0.00001597451,0.004280012,0.8679878,0.0004724052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6335494,0.002340043,0.00005300969,0.08251862,0.001665747,0.0006086185,0.0000265797,0.0005803649,0.2786576],"genre_scores_gemma":[0.9801771,0.001842855,0.0005312291,0.002676476,0.001451711,0.0000258438,0.000009691795,0.00002984707,0.01325522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.757732,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163266052725946,"score_gpt":0.3560407912845268,"score_spread":0.2397141860119322,"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."}}