{"id":"W7008330915","doi":"","title":"Buffer is enige juiste bestemming voor overwinst","year":2023,"lang":"nl","type":"article","venue":"Research portal (Tilburg University)","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Buffer (optical fiber); X-ray crystallography; Zinc; Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001704912,0.001648012,0.001360643,0.002293396,0.001158864,0.009124612,0.001945489,0.001445466,0.3372789],"category_scores_gemma":[0.005324909,0.001337496,0.0009614817,0.002111099,0.0006355812,0.005862167,0.003048104,0.001772358,0.1331971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008623633,"about_ca_system_score_gemma":0.002238119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007855101,"about_ca_topic_score_gemma":0.00712326,"domain_scores_codex":[0.9983832,0.0002774818,0.00009415522,0.0003455827,0.0006480226,0.0002516363],"domain_scores_gemma":[0.9984478,0.0006000337,0.00008744834,0.0003901416,0.0002922276,0.0001822874],"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":[0.001935441,0.0005630205,0.002108611,0.001012869,0.00008439514,0.0003051266,0.00151553,0.001837342,0.01027962,0.02621939,0.5974351,0.3567035],"study_design_scores_gemma":[0.0001454606,0.00005641263,0.0009710029,0.0001491477,0.00003470632,0.0001098031,0.0003434095,0.002524411,0.008948396,0.007628889,0.9790235,0.0000648533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02505054,0.002694813,0.1319998,0.003807587,0.003357119,0.0006076276,0.09898966,0.1656995,0.5677934],"genre_scores_gemma":[0.1282289,0.002639314,0.08857299,0.0008981285,0.0006029025,0.0008025769,0.100486,0.06136207,0.6164071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3372789,"threshold_uncertainty_score":0.9452912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341665678634654,"score_gpt":0.2848980137889461,"score_spread":0.2414813570025995,"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."}}