{"id":"W6921680715","doi":"10.7479/g5sn-7f51","title":"Wie wir unser Wissen zugänglich machen","year":2022,"lang":"de","type":"other","venue":"Museum für Naturkunde Berlin - Leibniz-Institut für Evolutions- und Biodiversitätsforschung","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"National heritage; Context (archaeology); Work (physics); World heritage","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003752827,0.00773142,0.005989116,0.009965953,0.0104324,0.002023101,0.01028862,0.00754046,0.1007791],"category_scores_gemma":[0.001567339,0.008965612,0.004479425,0.01294037,0.006152717,0.004478572,0.008015056,0.01366302,0.1373208],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02022521,"about_ca_system_score_gemma":0.007747748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008370985,"about_ca_topic_score_gemma":0.007511983,"domain_scores_codex":[0.9664818,0.003115081,0.004783021,0.009354187,0.007931472,0.008334418],"domain_scores_gemma":[0.9800568,0.0012219,0.004999547,0.008231227,0.001854908,0.00363561],"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":[0.002512366,0.005390122,0.03290492,0.001621737,0.01930515,0.003620472,0.002266864,0.004004742,0.002085229,0.01955799,0.9054484,0.001282045],"study_design_scores_gemma":[0.01079125,0.0009258433,0.003136724,0.001216906,0.01300188,0.0004329999,0.002436663,0.00154958,0.0002722889,0.0006369769,0.9558252,0.00977375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01430675,0.2249407,0.001297809,0.009724995,0.0530728,0.02418005,0.08154991,0.01312866,0.5777984],"genre_scores_gemma":[0.1943232,0.01865728,0.02350365,0.004859776,0.01833256,0.001891112,0.0702309,0.01000671,0.6581948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2062834,"threshold_uncertainty_score":0.9990194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781953774502514,"score_gpt":0.2829186889428274,"score_spread":0.2650991511978023,"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."}}