{"id":"W4396926954","doi":"10.18174/654541","title":"Impactanalyse stoppen van gebruik van bestrijdingsmiddelen in grondwaterbeschermingsgebieden : Quickscan","year":2024,"lang":"nl","type":"report","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002066112,0.001378262,0.001286257,0.0007348831,0.0002161136,0.0005238832,0.001402082,0.0007468648,0.1039599],"category_scores_gemma":[0.00008131545,0.001297098,0.0006236878,0.001134677,0.0004889376,0.0008007123,0.002557428,0.001478229,0.03964235],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005734622,"about_ca_system_score_gemma":0.0002511626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02243309,"about_ca_topic_score_gemma":0.00767083,"domain_scores_codex":[0.9914196,0.0002371827,0.00200574,0.002400602,0.002329676,0.001607168],"domain_scores_gemma":[0.997156,0.00009486598,0.0006169478,0.001393007,0.00001821265,0.0007209883],"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":[0.0002771133,0.003101222,0.1661402,0.003213986,0.002637912,0.006723358,0.006825933,0.003805244,0.05722159,0.002438437,0.6077679,0.1398471],"study_design_scores_gemma":[0.001072443,0.0003729915,0.06743895,0.0008757217,0.0009325576,0.000102504,0.003048458,0.001414497,0.00155549,0.00315916,0.9173144,0.002712884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3501852,0.001062953,0.0001292821,0.006846603,0.001115044,0.002215597,0.0001002787,0.00025569,0.6380893],"genre_scores_gemma":[0.5184408,0.00307069,0.0004912277,0.002297847,0.0001588336,0.0001393682,0.0002158323,0.0002016933,0.4749837],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3095464,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092719520022788,"score_gpt":0.2825245033926305,"score_spread":0.2515973081924026,"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."}}