{"id":"W6959147087","doi":"10.7479/64y2-m311/50","title":"Auf verschwommenen Pfaden / Moving Horseshoe Crabs","year":2022,"lang":"de","type":"dataset","venue":"Museum für Naturkunde Berlin - Leibniz-Institut für Evolutions- und Biodiversitätsforschung","topic":"Psycholinguistics and Behavioral Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Horseshoe (symbol); Pillar; Natural history; Fish <Actinopterygii>","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":[0.002620294,0.002726934,0.002634782,0.002140514,0.0187692,0.001553217,0.005754942,0.002800654,0.02690812],"category_scores_gemma":[0.001592155,0.003052496,0.001916933,0.004755919,0.003739932,0.001563232,0.004699335,0.006198688,0.006025642],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006976154,"about_ca_system_score_gemma":0.002924394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02894404,"about_ca_topic_score_gemma":0.01389569,"domain_scores_codex":[0.9836042,0.001241824,0.002435764,0.003933802,0.004636889,0.004147525],"domain_scores_gemma":[0.9917569,0.0008125608,0.002055618,0.002548329,0.00121327,0.001613316],"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":[0.0003853594,0.001960748,0.003867415,0.0003178691,0.002750588,0.0009395329,0.002681938,0.0003474411,0.00005843322,0.003938317,0.981958,0.0007944004],"study_design_scores_gemma":[0.002642741,0.0005602733,0.0009401109,0.0004116924,0.005892975,0.00002519156,0.006179213,0.00008948133,0.00001500743,0.0004345386,0.9791915,0.003617323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006161509,0.04448529,0.0001298533,0.006323112,0.04749916,0.004440517,0.8815901,0.001111055,0.008259376],"genre_scores_gemma":[0.09703563,0.04829375,0.002318715,0.002804402,0.01194576,0.0005780759,0.8279907,0.0003842952,0.008648704],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09087412,"threshold_uncertainty_score":0.9996244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906874961311581,"score_gpt":0.3494766197056505,"score_spread":0.3104078700925347,"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."}}