{"id":"W4387194781","doi":"10.18174/632573","title":"Regeneratieve landbouw : ervaringen en lessen uit een Community of Practice","year":2023,"lang":"nl","type":"report","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Agriculture; Socioeconomic status; Sustainability; Business; Geography; Socioeconomics; Sociology; Demography; Archaeology; Ecology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003964961,0.0005520105,0.0007126417,0.0001276641,0.0004426973,0.00008272328,0.001113065,0.0004254078,0.01132413],"category_scores_gemma":[0.000670986,0.0005381051,0.0002417217,0.0004545693,0.0003961405,0.0004684238,0.003035833,0.001091844,0.006260634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010099,"about_ca_system_score_gemma":0.000116898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06201981,"about_ca_topic_score_gemma":0.01243682,"domain_scores_codex":[0.9947752,0.001249985,0.001155299,0.0006372824,0.00167464,0.0005075865],"domain_scores_gemma":[0.9962116,0.0009182729,0.001017374,0.001591518,0.0000432232,0.0002180419],"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":[0.0002052437,0.003334966,0.05496272,0.002009,0.002409801,0.0003021947,0.007923217,0.004662056,0.009387894,0.003179543,0.8563666,0.05525675],"study_design_scores_gemma":[0.0004316629,0.0002460698,0.1900088,0.0001824655,0.0004242308,0.0000213875,0.004330064,0.0001942306,0.001206154,0.0001210707,0.8021896,0.0006441521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05555637,0.0003443076,0.0007476426,0.007252726,0.001163581,0.00191941,0.0002278967,0.0002326013,0.9325554],"genre_scores_gemma":[0.1995089,0.01526933,0.006309775,0.00450063,0.0002669093,0.0001626649,0.001002799,0.0002175028,0.7727615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.159794,"threshold_uncertainty_score":0.999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097654720621324,"score_gpt":0.3392360996993926,"score_spread":0.2294706276372602,"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."}}