{"id":"W7011477179","doi":"","title":"mechanisatie in dienst van bodembeheer","year":2012,"lang":"nl","type":"other","venue":"Organic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Quarter (Canadian coin); Guard (computer science)","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.02208606,0.001190464,0.00228927,0.002725785,0.000661796,0.0006001372,0.003577665,0.002008212,0.02413938],"category_scores_gemma":[0.01793339,0.0009688527,0.0003163453,0.003324848,0.002260576,0.0006785737,0.003142802,0.005462578,0.002713664],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004286696,"about_ca_system_score_gemma":0.002472778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009543424,"about_ca_topic_score_gemma":0.008772887,"domain_scores_codex":[0.9800439,0.003265807,0.003084986,0.002522787,0.006907492,0.004174966],"domain_scores_gemma":[0.9885315,0.003981971,0.0006970501,0.001646267,0.003706756,0.001436399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001312276,0.01022772,0.003369359,0.02139812,0.002688702,0.0004947549,0.007058981,0.00001131519,0.07136384,0.7878267,0.09141923,0.002829036],"study_design_scores_gemma":[0.01234613,0.002264079,0.002130248,0.01356119,0.0002029505,0.0003895764,0.01797298,0.0007503375,0.0107892,0.1234608,0.8129748,0.003157745],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1900475,0.04743006,0.01559264,0.06147993,0.03247897,0.107513,0.01629386,0.0009980554,0.5281659],"genre_scores_gemma":[0.7525157,0.005999585,0.00130055,0.00001895857,0.001664803,0.0003731899,0.0004550492,0.0005376416,0.2371346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7215555,"threshold_uncertainty_score":0.9995357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144708443116441,"score_gpt":0.3931412548374417,"score_spread":0.2484328117210007,"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."}}