{"id":"W7110612095","doi":"","title":"Duurzaamheidsdata sierteelt: op weg naar een dataspace : Inzichten uit het Publiek-Private Samenwerkingsproject (PPS) Chain Transparency 4.0","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","funders":"","keywords":"Transparency (behavior); Context (archaeology); Population; Perspective (graphical)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01143931,0.0007686796,0.0006389557,0.002908008,0.001849857,0.01575174,0.002381,0.003845726,0.1775707],"category_scores_gemma":[0.0456625,0.001278811,0.0007264695,0.006561249,0.001758749,0.01718911,0.01014304,0.00481395,0.07225551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467591,"about_ca_system_score_gemma":0.008387529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04199816,"about_ca_topic_score_gemma":0.02136671,"domain_scores_codex":[0.9911194,0.00280921,0.0007542537,0.0007431119,0.003872405,0.0007015803],"domain_scores_gemma":[0.9739821,0.01077294,0.001138707,0.008391391,0.003683344,0.002031484],"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":[0.0002068077,0.00006008083,0.001046686,0.000434338,0.00002485298,0.0001492041,0.001882356,0.001040555,0.0009159539,0.15549,0.7493215,0.08942759],"study_design_scores_gemma":[0.00001946085,0.000005278002,0.0003140723,0.0001793489,0.00000579925,0.00003526295,0.0002549365,0.001038304,0.0008094056,0.01820448,0.9791101,0.00002352416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005388437,0.001989111,0.1028955,0.04290645,0.001520042,0.0003168992,0.1418862,0.05812154,0.6449759],"genre_scores_gemma":[0.1034897,0.005253417,0.08341432,0.007041497,0.0008047438,0.001095758,0.192172,0.084547,0.5221815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1775707,"threshold_uncertainty_score":0.5940332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819358369698831,"score_gpt":0.2481663242008551,"score_spread":0.2199727405038668,"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."}}