{"id":"W6939972610","doi":"10.7479/7vak-qz53","title":"Geschäftsbericht 2020","year":2021,"lang":"de","type":"dataset","venue":"Museum für Naturkunde Berlin - Leibniz-Institut für Evolutions- und Biodiversitätsforschung","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Sequence (biology); Noise (video); Identification (biology); Domain (mathematical analysis); Field (mathematics)","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009380089,0.002583358,0.002363699,0.0005783201,0.00553613,0.0016859,0.003469152,0.003729847,0.04306758],"category_scores_gemma":[0.001566985,0.001688913,0.002159261,0.004609089,0.0004916248,0.001990204,0.002177517,0.005266319,0.06789084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521649,"about_ca_system_score_gemma":0.001060235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010538,"about_ca_topic_score_gemma":0.00719967,"domain_scores_codex":[0.9878592,0.0009759058,0.002248351,0.003687567,0.002224356,0.003004572],"domain_scores_gemma":[0.9910572,0.003172592,0.001470427,0.001416311,0.001235153,0.001648347],"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":[0.000381624,0.00138505,0.004222306,0.0003024314,0.001851342,0.001293118,0.00007737237,0.0002081322,0.002547558,0.001177657,0.9857132,0.0008402534],"study_design_scores_gemma":[0.0006922183,0.0005798879,0.0009945461,0.00114576,0.003229868,0.0004539193,0.0007351984,0.0003364035,0.000210957,0.0001867399,0.9883034,0.003131079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004497587,0.05465512,0.00006303484,0.006187293,0.02359462,0.001859172,0.9063318,0.0005151826,0.002296241],"genre_scores_gemma":[0.005094209,0.06224306,0.0009430478,0.001797699,0.008095162,0.00009430818,0.917582,0.00002948498,0.004120998],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02482326,"threshold_uncertainty_score":0.9993504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383007213435932,"score_gpt":0.2568288996925703,"score_spread":0.242998827558211,"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."}}