{"id":"W6958728251","doi":"10.7479/64y2-m311/29","title":"Etikettenwissen / Labels and Knowledge","year":2022,"lang":"de","type":"dataset","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":"Natural (archaeology); Natural history; National museum","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","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.004863086,0.006566674,0.005467695,0.008540116,0.01453559,0.002417305,0.00785196,0.006195701,0.04055951],"category_scores_gemma":[0.002217191,0.00765312,0.002542736,0.01075859,0.006917554,0.004695584,0.01311691,0.01449527,0.06155173],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01178509,"about_ca_system_score_gemma":0.007578774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005616564,"about_ca_topic_score_gemma":0.007256283,"domain_scores_codex":[0.9712631,0.003601354,0.00458369,0.008526701,0.005167674,0.006857538],"domain_scores_gemma":[0.9817165,0.002144295,0.003708223,0.006709171,0.00208845,0.003633408],"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":[0.001421078,0.00438614,0.003011646,0.002005478,0.007567975,0.001972011,0.001104527,0.0005087985,0.0008350305,0.004068963,0.9725168,0.0006015089],"study_design_scores_gemma":[0.009625065,0.001193187,0.001407478,0.001130031,0.01377813,0.0006803434,0.001853976,0.0007622579,0.0001439294,0.0003148683,0.9609741,0.008136616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004993539,0.1275307,0.00008326644,0.002520904,0.01575619,0.006207319,0.8391371,0.001876095,0.00189484],"genre_scores_gemma":[0.01396477,0.02352597,0.002361603,0.001199222,0.00363943,0.0005928024,0.9489837,0.0008944916,0.004838027],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1098466,"threshold_uncertainty_score":0.9986183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208785625398833,"score_gpt":0.3085033697457336,"score_spread":0.2864155134917452,"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."}}