{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001491009,0.0006753716,0.0008420204,0.002487543,0.001268437,0.0002554121,0.001543585,0.000719676,0.0111292],"category_scores_gemma":[0.0002327741,0.0006955139,0.0008303638,0.007923278,0.0006764226,0.0007835901,0.00160269,0.001482552,0.01137625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008200574,"about_ca_system_score_gemma":0.0003030999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005934709,"about_ca_topic_score_gemma":0.003225187,"domain_scores_codex":[0.9916395,0.0009234292,0.0006060615,0.001685962,0.002790816,0.002354238],"domain_scores_gemma":[0.9962594,0.0005341042,0.000266855,0.001500598,0.0004012251,0.001037811],"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":[0.0005652872,0.001900792,0.02832325,0.0008024624,0.00660799,0.0481097,0.004723259,0.01156399,0.03700181,0.1022067,0.7481076,0.01008718],"study_design_scores_gemma":[0.001113127,0.0002292361,0.008730429,0.000217046,0.0003720419,0.00001607729,0.01104406,0.001098678,0.00400671,0.0001497695,0.9721214,0.0009014084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4600111,0.0006402737,0.00005384801,0.002550073,0.0004764591,0.000563126,0.000253229,0.0004178511,0.5350341],"genre_scores_gemma":[0.5281527,0.004039311,0.00003309129,0.00009128119,0.000474721,0.000003738036,0.0002590882,0.00008081396,0.4668653],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2240139,"threshold_uncertainty_score":0.9995496,"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."}}