{"id":"W3016848541","doi":"10.18174/512111","title":"Scenariostudie perspectief voor ontwikkelrichtingen Nederlandse landbouw in 2050","year":2020,"lang":"nl","type":"report","venue":"","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art","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":[0.0008921984,0.001966611,0.003255514,0.0006484386,0.0003810515,0.0002989387,0.001148819,0.001685138,0.01102192],"category_scores_gemma":[0.0007487986,0.001537384,0.001501179,0.002011152,0.0001790813,0.0002605901,0.0009197012,0.002151578,0.003761253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002950101,"about_ca_system_score_gemma":0.0004085404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1007155,"about_ca_topic_score_gemma":0.2242184,"domain_scores_codex":[0.9901091,0.000455238,0.00239926,0.003033794,0.002268853,0.001733689],"domain_scores_gemma":[0.995759,0.0002944052,0.001336859,0.001577796,0.0002681043,0.0007638948],"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":[0.000481993,0.00313331,0.1662425,0.001471317,0.02053667,0.008235634,0.009470293,0.04132332,0.002005754,0.002648575,0.7288623,0.01558833],"study_design_scores_gemma":[0.001817667,0.0003447523,0.06682774,0.0003880801,0.002634683,0.0001056326,0.002636481,0.0007289156,0.0001417343,0.0001038445,0.9216896,0.002580818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01042891,0.02194715,0.00008743045,0.006377666,0.001447496,0.0008626346,0.0000885542,0.0004239779,0.9583362],"genre_scores_gemma":[0.5209797,0.08911277,0.001243658,0.002032079,0.006984947,0.0003098879,0.003075604,0.0005253139,0.375736],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5826002,"threshold_uncertainty_score":0.9996109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951086736658955,"score_gpt":0.2420763860372102,"score_spread":0.2225655186706206,"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."}}