{"id":"W2950954422","doi":"10.26481/dis.20190619mb","title":"A union of values","year":2019,"lang":"id","type":"dissertation","venue":"","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009548219,0.000190163,0.0005344094,0.00007868202,0.0001399074,0.00001998039,0.0004011955,0.0009266415,0.003000507],"category_scores_gemma":[0.001233198,0.0001802627,0.0002366199,0.0002519698,0.0006759531,0.00007763501,0.0000334597,0.000293411,0.0005681796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009052771,"about_ca_system_score_gemma":0.0004420301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007397454,"about_ca_topic_score_gemma":0.0009185731,"domain_scores_codex":[0.9976258,0.0006751313,0.0004590804,0.0003420146,0.0005333662,0.0003646013],"domain_scores_gemma":[0.9977238,0.001282815,0.0002248323,0.0002461461,0.0004200303,0.0001023494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003280667,0.0001465685,0.001131153,0.0004074634,0.00007395484,0.000001564571,0.1096325,0.000001426273,0.00169143,0.8788742,0.002727397,0.005279562],"study_design_scores_gemma":[0.0006458763,0.0005915138,0.01404484,0.0005504937,0.0003845192,6.546113e-7,0.8682496,0.0001099641,0.003047475,0.06875478,0.0426664,0.0009539043],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3210623,0.0003316422,0.00009510609,0.0007250607,0.003010044,0.0004066594,0.00001858883,0.00003937573,0.6743112],"genre_scores_gemma":[0.8437569,0.000643542,0.0001155628,0.00009050292,0.0001717427,0.000007252287,0.0002239549,0.00001812883,0.1549725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8101194,"threshold_uncertainty_score":0.9992124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809347294408467,"score_gpt":0.3964146844245739,"score_spread":0.3683212114804892,"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."}}