{"id":"W4393669407","doi":"10.5281/zenodo.7969743","title":"FABLE Scenathon database 2021","year":2023,"lang":"en","type":"dataset","venue":"IIASA PURE (International Institute of Applied Systems Analysis)","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446132,0.001600909,0.001062034,0.004795074,0.0005248844,0.003603715,0.00250581,0.001496245,0.1328641],"category_scores_gemma":[0.008133467,0.0005819449,0.001001536,0.007258677,0.0002035562,0.002867898,0.001538115,0.0009564292,0.06646456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593609,"about_ca_system_score_gemma":0.00274674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05135056,"about_ca_topic_score_gemma":0.04292814,"domain_scores_codex":[0.9991502,0.0001384478,0.0001117088,0.0001691267,0.0003327855,0.0000978008],"domain_scores_gemma":[0.9970669,0.0008856529,0.0002434162,0.0004561999,0.00118442,0.0001633597],"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":[0.0001657224,0.0000288772,0.001984638,0.0009484029,0.0000516743,0.00008578051,0.00004986289,0.005025929,0.0002273114,0.004536947,0.9624534,0.02444142],"study_design_scores_gemma":[0.0001120095,0.00002172956,0.002360126,0.0003414723,0.00002764007,0.00005801893,0.00007656331,0.00461688,0.0004275694,0.005874171,0.9860361,0.0000477045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006710028,0.0004140693,0.002668525,0.0003410589,0.00005501603,0.0000655913,0.9755878,0.00693157,0.01326545],"genre_scores_gemma":[0.00454087,0.0004448663,0.004005966,0.0002211281,0.00001819619,0.0001497406,0.9858856,0.001165154,0.003568356],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1328641,"threshold_uncertainty_score":0.4444746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780598009455662,"score_gpt":0.2384495283804078,"score_spread":0.2206435482858512,"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."}}