{"id":"W7132762602","doi":"","title":"Robotisering en de gevolgen voor arbeidsbelasting en het arbeidsdeskundig vak","year":2017,"lang":"nl","type":"report","venue":"TNO Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Quality (philosophy)","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.007872045,0.003923794,0.004681511,0.001553651,0.004191017,0.002635461,0.005516246,0.004592658,0.0004497234],"category_scores_gemma":[0.004637845,0.004611489,0.002178021,0.0005772082,0.001132334,0.001652904,0.003223496,0.006718351,0.01262976],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01468406,"about_ca_system_score_gemma":0.01409349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005606835,"about_ca_topic_score_gemma":0.0001556084,"domain_scores_codex":[0.9781372,0.002770655,0.004667128,0.004817089,0.004599418,0.005008494],"domain_scores_gemma":[0.97879,0.00184012,0.007814491,0.007937542,0.001479459,0.002138401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00133823,0.002592998,0.2124607,0.01496078,0.01871415,0.07450686,0.009768961,0.0443459,0.5022433,0.0002178724,0.1012556,0.01759458],"study_design_scores_gemma":[0.003905605,0.001135537,0.2089073,0.02132249,0.01128517,0.05151714,0.0007211313,0.01085042,0.02193151,0.0001762354,0.6559237,0.01232372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1331508,0.03300836,0.001538899,0.0001135541,0.03099727,0.005015931,0.0005707454,0.003793026,0.7918114],"genre_scores_gemma":[0.5455978,0.002757641,0.007193678,0.00006168088,0.03545809,0.000732436,0.0006682468,0.004148839,0.4033816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5546681,"threshold_uncertainty_score":0.9998644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414878065362495,"score_gpt":0.3037678006070474,"score_spread":0.2796190199534224,"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."}}