{"id":"W147782773","doi":"","title":"DE IDENTIFICATIE VAN ONDERZOEKERS AAN NEDERLANDSE UNIVERSITEITEN","year":2006,"lang":"nl","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01029375,0.0005758365,0.0008984361,0.00702399,0.003932206,0.01339757,0.001408089,0.001993662,0.03715094],"category_scores_gemma":[0.02794312,0.0006887761,0.0006486977,0.007803824,0.001923912,0.007693634,0.0053729,0.00216414,0.01594918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007344509,"about_ca_system_score_gemma":0.0139735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03582907,"about_ca_topic_score_gemma":0.05163296,"domain_scores_codex":[0.9858176,0.003505005,0.001374729,0.00266782,0.005305149,0.001329651],"domain_scores_gemma":[0.9758245,0.007841066,0.00273004,0.002790014,0.007715144,0.003099211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006275433,0.0003001924,0.1015642,0.001501443,0.00008989176,0.000746079,0.0927171,0.001622032,0.006851033,0.149845,0.07453535,0.5696002],"study_design_scores_gemma":[0.00004820863,0.00009101494,0.03845688,0.0009802708,0.000067042,0.000388623,0.03148366,0.001170486,0.007692359,0.01037752,0.909119,0.0001250586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3619342,0.01215187,0.08129495,0.01205209,0.001872937,0.001077421,0.0170857,0.001731449,0.5107993],"genre_scores_gemma":[0.5146081,0.008834276,0.1159774,0.001649397,0.0002753965,0.001364687,0.01344305,0.001037485,0.3428102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03715094,"threshold_uncertainty_score":0.1242823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525368147184848,"score_gpt":0.194128088039408,"score_spread":0.1788744065675595,"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."}}