{"id":"W6997543121","doi":"","title":"Wortelonkruiden aanpakken : PPO test Canadese Rod Weeder om wortelonkruiden mechanisch te bestrijden","year":2010,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compression test; Rod; Test method; Deformation (meteorology); Ultimate tensile strength","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":[],"category_scores_codex":[0.001722161,0.001262371,0.001197202,0.0003984899,0.001150227,0.0007871139,0.004804314,0.000719824,0.0009529061],"category_scores_gemma":[0.0001308083,0.001257297,0.0002450203,0.0007311704,0.000453934,0.0008344723,0.003048789,0.002389238,0.0006946098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005830662,"about_ca_system_score_gemma":0.0003301804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08765299,"about_ca_topic_score_gemma":0.446599,"domain_scores_codex":[0.9925665,0.0004428047,0.001393053,0.002806193,0.0005757298,0.002215707],"domain_scores_gemma":[0.9920704,0.001437672,0.0006632758,0.004577078,0.000105696,0.001145892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001501646,0.003368518,0.4147072,0.003530917,0.006101757,0.001076955,0.03813368,0.0006018252,0.01899854,0.01187234,0.1068431,0.3932635],"study_design_scores_gemma":[0.005272504,0.0008456968,0.5484322,0.001805894,0.002140747,0.000324349,0.01801986,0.1122265,0.00006113634,0.004554007,0.3012546,0.005062377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957463,0.003667952,0.0005579747,0.003004119,0.005798001,0.0014585,0.004179975,0.0003426734,0.02352779],"genre_scores_gemma":[0.9827238,0.001886283,0.001170899,0.001459198,0.002577253,0.00007969783,0.004748121,0.0002993055,0.005055493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882011,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427900912635388,"score_gpt":0.274826719529888,"score_spread":0.2605477104035341,"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."}}