{"id":"W4391363548","doi":"10.18174/644812","title":"Uitwerking bedrijfstypen voor duurzame landbouw: melkveehouderij en akkerbouw","year":2024,"lang":"nl","type":"report","venue":"","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Geography","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.001766009,0.002566159,0.00326766,0.0008984531,0.0003809138,0.0009359822,0.001864325,0.003048627,0.05218782],"category_scores_gemma":[0.0003715264,0.001958754,0.002608609,0.001691999,0.0002736554,0.0003945123,0.001706546,0.002669164,0.02668965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441508,"about_ca_system_score_gemma":0.0006525287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02442594,"about_ca_topic_score_gemma":0.02056906,"domain_scores_codex":[0.987668,0.0006179322,0.002779244,0.003561616,0.003277292,0.002095944],"domain_scores_gemma":[0.9943655,0.0005537479,0.001210353,0.002768322,0.0002598381,0.0008422821],"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":[0.0001518904,0.001710554,0.004408892,0.004502082,0.04689193,0.01171886,0.002531009,0.03662974,0.01850966,0.0700949,0.726835,0.07601556],"study_design_scores_gemma":[0.0004477238,0.0001444896,0.001293732,0.0009558348,0.006730284,0.0003167952,0.0005456237,0.0004278234,0.002978188,0.001251121,0.9822009,0.002707491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006641834,0.02718092,0.0008337384,0.002736446,0.005406335,0.0007779924,0.0002595707,0.001089237,0.955074],"genre_scores_gemma":[0.1225347,0.03562487,0.00210132,0.0009188501,0.007191076,0.0002954708,0.003600023,0.0007751632,0.8269585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.255366,"threshold_uncertainty_score":0.9996317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337337052976852,"score_gpt":0.2489434577608814,"score_spread":0.2355700872311129,"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."}}