{"id":"W7131928686","doi":"","title":"Werkdruk in het Onderwijs","year":2023,"lang":"nl","type":"report","venue":"TNO Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work environment; Quarter (Canadian coin); Evaluation methods","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003816764,0.002187971,0.003218837,0.002853538,0.0005242185,0.0004824427,0.001789165,0.003012925,0.0008242857],"category_scores_gemma":[0.0008970983,0.002547208,0.001190208,0.002983472,0.0007150191,0.0004446821,0.001213843,0.004498093,0.1263493],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008041783,"about_ca_system_score_gemma":0.008296531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007749606,"about_ca_topic_score_gemma":0.0007033255,"domain_scores_codex":[0.9834809,0.001322674,0.004205273,0.003545063,0.004802028,0.002644113],"domain_scores_gemma":[0.9903378,0.0007285933,0.002813067,0.004412416,0.0008970216,0.0008110708],"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":[0.0003942587,0.00151769,0.04318851,0.003638635,0.001692094,0.07914649,0.001522021,0.001632729,0.02299348,0.00006930667,0.842389,0.001815717],"study_design_scores_gemma":[0.002363099,0.0004361974,0.12613,0.007746158,0.001248217,0.007173999,0.001021005,0.000802424,0.003232322,0.0001582992,0.8446676,0.005020761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0657667,0.0147543,0.000005960074,0.0001216773,0.03698282,0.003120222,0.0004997036,0.003017645,0.875731],"genre_scores_gemma":[0.1610794,0.003106788,0.00009908248,0.00007104296,0.007338182,0.0005548175,0.001019622,0.002783082,0.823948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.125525,"threshold_uncertainty_score":0.9990861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09625628764098076,"score_gpt":0.3469121594679453,"score_spread":0.2506558718269645,"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."}}