{"id":"W6986289885","doi":"","title":"Ontwerpen voor agroforestrysystemen in de melkveehouderij","year":2024,"lang":"nl","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Minor (academic); Miller","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001955107,0.0008644876,0.00181979,0.000633238,0.0002310614,0.0005337679,0.0007468619,0.0008843563,0.01877627],"category_scores_gemma":[0.00002052813,0.001055209,0.000551442,0.0001787512,0.0002410065,0.0002885431,0.0006290058,0.0007105646,0.2473933],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003949083,"about_ca_system_score_gemma":0.00006370814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004675905,"about_ca_topic_score_gemma":0.00001606843,"domain_scores_codex":[0.9943378,0.00008777184,0.002088553,0.001969712,0.0001761452,0.001340014],"domain_scores_gemma":[0.9981181,0.00003170602,0.0007936057,0.0007841962,0.000004317728,0.0002680424],"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":[0.0000664298,0.0006765907,0.1851871,0.004074501,0.003178606,0.0002759016,0.01530057,0.08033364,0.00003680521,0.02134603,0.6893095,0.0002143355],"study_design_scores_gemma":[0.001795648,0.00008073257,0.0002197957,0.002335887,0.0001783916,0.00002818915,0.1689951,0.2481339,3.998699e-7,0.002186576,0.5736526,0.002392744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05026358,0.06783229,0.001143858,0.0001412413,0.01636948,0.00192915,0.003856438,0.0001278048,0.8583362],"genre_scores_gemma":[0.4094642,0.002082596,0.0000675097,0.00003873344,0.0005754693,0.000154834,0.00006108749,0.0003114539,0.5872441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3592007,"threshold_uncertainty_score":0.9998746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395667121299498,"score_gpt":0.2073830712338971,"score_spread":0.1734264000209021,"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."}}