{"id":"W2577348705","doi":"10.18174/379666","title":"Rekenformat kengetallen zorglandbouw","year":2016,"lang":"nl","type":"preprint","venue":"","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Business","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005778198,0.001473995,0.001610608,0.0003306594,0.0002982944,0.0002608019,0.001726043,0.001744909,0.04122565],"category_scores_gemma":[0.00008710646,0.0009065496,0.001438585,0.0003073192,0.000232188,0.0004018636,0.002369119,0.001012425,0.03417896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007850045,"about_ca_system_score_gemma":0.00008872266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455164,"about_ca_topic_score_gemma":0.001989232,"domain_scores_codex":[0.9936889,0.0003362578,0.001617333,0.001792465,0.001229245,0.001335728],"domain_scores_gemma":[0.9951174,0.0002057935,0.0009276139,0.002986546,0.000127356,0.0006353118],"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":[0.0003726934,0.001786502,0.006187176,0.001291492,0.02020143,0.0004038421,0.002413455,0.05751023,0.0128689,0.1866896,0.6231349,0.08713982],"study_design_scores_gemma":[0.001090478,0.00008380176,0.003653929,0.0003722271,0.001096161,0.0000256943,0.000326619,0.0004949502,0.004714567,0.004584587,0.9815534,0.002003554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009140176,0.002192019,0.004762765,0.004264694,0.001397366,0.0004255665,0.0001121578,0.0004670718,0.9772382],"genre_scores_gemma":[0.3460212,0.02409979,0.002100987,0.001323739,0.002936177,0.0002214764,0.0009832127,0.0002091403,0.6221043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3584186,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009591172717402419,"score_gpt":0.2110515581281211,"score_spread":0.2014603854107186,"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."}}