{"id":"W7134018465","doi":"","title":"Gezinsmigratie 3.0","year":2025,"lang":"","type":"report","venue":"VU Research Portal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001930309,0.0008558187,0.0008959669,0.001848475,0.0007512226,0.00596528,0.001578224,0.002050864,0.722416],"category_scores_gemma":[0.004178199,0.0004996141,0.0005553153,0.00185066,0.0004903121,0.001519414,0.001861444,0.001692039,0.6703898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008621378,"about_ca_system_score_gemma":0.002472539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009324365,"about_ca_topic_score_gemma":0.006051897,"domain_scores_codex":[0.9989641,0.0001925148,0.0000386455,0.0001083588,0.0004569788,0.0002393809],"domain_scores_gemma":[0.9978313,0.0003382015,0.00009359838,0.0002753093,0.0005566267,0.0009050622],"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":[0.0001984015,0.00006856265,0.0002040639,0.0001599703,0.000004087515,0.00005049489,0.00003703217,0.0001008431,0.0004088846,0.00351715,0.9596113,0.03563922],"study_design_scores_gemma":[0.00005401106,0.0000573841,0.000588079,0.00007001586,0.00000297041,0.0000691702,0.00004598598,0.0001188553,0.0004118846,0.0007536152,0.9978194,0.000008530614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001556533,0.001942864,0.002700297,0.00310114,0.002005783,0.0005391189,0.06760496,0.01655804,0.9039913],"genre_scores_gemma":[0.004147247,0.0008610331,0.001568628,0.0005328527,0.0002444801,0.0002565749,0.03222502,0.004473719,0.9556904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.722416,"threshold_uncertainty_score":0.3959399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2192796478367998,"score_gpt":0.4976992961040501,"score_spread":0.2784196482672502,"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."}}