{"id":"W4392205040","doi":"10.1553/ita-pb-2024-01","title":"Biotechnologien in einer zukunftsfähigen Bioökonomie.pdf","year":2024,"lang":"de","type":"report","venue":"","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Geography","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":["insufficient_payload"],"category_scores_codex":[0.001457642,0.000816203,0.001050494,0.0002378722,0.0001538219,0.0003640293,0.001048788,0.002387692,0.01411217],"category_scores_gemma":[0.0002067076,0.0003289759,0.0004775455,0.001276439,0.0004308794,0.0001437616,0.001036728,0.001385025,0.01512435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148085,"about_ca_system_score_gemma":0.0007121348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00382243,"about_ca_topic_score_gemma":0.004511186,"domain_scores_codex":[0.9950517,0.0001023958,0.001425277,0.001811449,0.0004240829,0.001185074],"domain_scores_gemma":[0.9988601,0.0001932165,0.0002377111,0.0003103463,0.0001772423,0.0002214171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006718599,0.0007024153,0.04394943,0.0009982305,0.0004735595,0.00118666,0.0002059094,0.000009296786,0.001596204,0.009318146,0.07958343,0.8619095],"study_design_scores_gemma":[0.0001073933,0.0002280431,0.01851324,0.0002078397,0.00005244466,0.00002524853,0.001639348,0.00002018717,0.001006143,0.004701621,0.9725278,0.0009707056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.613481,0.02656556,0.000007887958,0.1019844,0.01009399,0.003687985,0.0002145275,0.0009826131,0.242982],"genre_scores_gemma":[0.4529163,0.02105684,0.0007146241,0.002085057,0.002466011,0.0005428476,0.001218313,0.00002145074,0.5189786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8929443,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430473684086027,"score_gpt":0.2438242730671658,"score_spread":0.2195195362263056,"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."}}