{"id":"W7062059513","doi":"","title":"Samen sterk 
\\nOnderzoek naar het vergroten van de medewerkerstevredenheid 
\\nop een school voor voortgezet onderwijs","year":2011,"lang":"nl","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Higher education; Research development","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005008038,0.002137062,0.002112443,0.001885948,0.002943217,0.0003710153,0.002461921,0.001252325,0.002160613],"category_scores_gemma":[0.00004725421,0.002846734,0.001595546,0.001644627,0.0006719353,0.001575136,0.0008987824,0.002791608,0.0009728526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269437,"about_ca_system_score_gemma":0.003000782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01963748,"about_ca_topic_score_gemma":0.001688513,"domain_scores_codex":[0.9915144,0.00117871,0.001061838,0.002841153,0.0011755,0.002228409],"domain_scores_gemma":[0.9925517,0.0003714364,0.002024923,0.001951087,0.00121379,0.001887079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03419162,0.0191995,0.3825805,0.004559322,0.07264195,0.1005283,0.05973795,0.00498083,0.04435137,0.06018638,0.1322178,0.08482452],"study_design_scores_gemma":[0.01906207,0.002426896,0.03169737,0.004629847,0.01542541,0.0004525569,0.2483357,0.003079592,0.02171891,0.002230974,0.638567,0.01237364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4573303,0.0002315163,0.004173766,0.0001394938,0.002447074,0.001611301,0.0005459313,0.0003904314,0.5331302],"genre_scores_gemma":[0.5131537,0.0002622455,0.00152441,0.00008143739,0.000725751,0.000001134577,0.001398926,0.0002248627,0.4826275],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5063493,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182874278755551,"score_gpt":0.1942782740907665,"score_spread":0.1824495313032109,"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."}}