{"id":"W4387133612","doi":"10.54195/rs.17918","title":"Redactioneel","year":2023,"lang":"en","type":"article","venue":"Religie & Samenleving","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003864653,0.00006755328,0.0001050438,0.0000334608,0.001175948,0.00008182517,0.0001246453,0.00005376518,0.0001062313],"category_scores_gemma":[0.000360633,0.00005883626,0.00007069744,0.0006385333,0.0001013254,0.0001558923,0.00005678896,0.00008043172,0.001108584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094354,"about_ca_system_score_gemma":0.00004949958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849241,"about_ca_topic_score_gemma":0.0006715113,"domain_scores_codex":[0.9990616,0.00005291003,0.0001125727,0.0001426858,0.0002968077,0.0003334474],"domain_scores_gemma":[0.9996635,0.00009690152,0.00004065313,0.00006850984,0.00005883753,0.00007160347],"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":[0.00001149636,0.00004151194,0.01048997,0.00003491583,0.0001079265,0.00003105904,0.07784531,0.00003054804,0.002131593,0.1796834,0.5555525,0.1740398],"study_design_scores_gemma":[0.00005906205,0.000007759651,0.007331198,0.00002366019,0.000008007245,1.938501e-7,0.01809296,0.000003945688,0.00002222081,0.006331421,0.9680044,0.0001151805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2508587,0.001050717,0.00001902055,0.01788443,0.001444016,0.0002459666,0.000004614741,0.001566749,0.7269258],"genre_scores_gemma":[0.9665504,0.004842844,0.0000732207,0.0003203306,0.0008631106,0.00002656353,0.000004306376,0.000009834521,0.02730936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7156917,"threshold_uncertainty_score":0.9996692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07162568521103693,"score_gpt":0.395197018883123,"score_spread":0.3235713336720861,"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."}}