{"id":"W7110572432","doi":"","title":"Ex ante evaluatie van duurzaamheidsdoelen en -prestaties van de Nederlandse diervoederindustrie","year":2025,"lang":"nl","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance; Impact","funders":"","keywords":"Ex-ante; Consumption (sociology); Statistical analysis; Data collection; Term (time)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003762213,0.003447979,0.0034443,0.0009862726,0.001534067,0.0009091828,0.002305642,0.003849538,0.01503182],"category_scores_gemma":[0.0003172525,0.003831036,0.001129917,0.00048622,0.0008564285,0.0007503614,0.001657992,0.003323987,0.03207089],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082135,"about_ca_system_score_gemma":0.001523797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003987638,"about_ca_topic_score_gemma":0.000009987094,"domain_scores_codex":[0.982252,0.004038497,0.003280947,0.003461589,0.003385341,0.003581648],"domain_scores_gemma":[0.9934708,0.0005184151,0.002040538,0.002755268,0.00008944506,0.001125537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008192564,0.001704923,0.08904406,0.004945127,0.009380454,0.0004577837,0.01437505,0.7850837,0.01031338,0.0006820578,0.077939,0.005255252],"study_design_scores_gemma":[0.005740662,0.0004844657,0.0001162258,0.008149948,0.003143001,0.00011024,0.2587702,0.6654978,0.00002517974,0.001335968,0.05141947,0.005206757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2798021,0.08653224,0.1231786,0.0005452777,0.009639155,0.02126834,0.02452121,0.002811131,0.4517019],"genre_scores_gemma":[0.5625823,0.002571224,0.0008045632,0.000130676,0.001610353,0.0005714302,0.001515136,0.002392187,0.4278221],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2827802,"threshold_uncertainty_score":0.9997658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417260176877495,"score_gpt":0.2617893373070582,"score_spread":0.2376167355382832,"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."}}