{"id":"W6922509463","doi":"10.11575/prism/48562","title":"Die kleinen sommersprossigen Marienkäfer","year":2025,"lang":"de","type":"other","venue":"Open MIND","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Context (archaeology); Work (physics); Identification (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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003406402,0.0004742079,0.0008232826,0.00002217391,0.0005638724,0.0004849983,0.001670455,0.000767053,0.4412301],"category_scores_gemma":[0.0001652286,0.0001815436,0.0002303727,0.0002736975,0.0003063446,0.00006851129,0.002498939,0.0003534023,0.02439619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007283463,"about_ca_system_score_gemma":0.00004751032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244477,"about_ca_topic_score_gemma":0.009065482,"domain_scores_codex":[0.997381,0.0001500615,0.0004233939,0.001066657,0.0001861157,0.0007928121],"domain_scores_gemma":[0.9990408,0.0002661581,0.000250996,0.0001761368,0.00007966076,0.0001862817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007889405,0.0003694248,0.004588795,0.00001195433,0.0003297546,0.0001015122,0.00009123363,8.817743e-7,0.0001942093,0.0001460026,0.2001781,0.7939092],"study_design_scores_gemma":[0.0002706019,0.0004048257,0.01760784,0.00007865358,0.00009844881,0.000001206368,0.0003392021,0.000004702067,0.00003904874,0.0003275651,0.9803734,0.0004545492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01151015,0.003832171,0.000002533895,0.007456751,0.001838008,0.001195883,0.0003590342,0.000004859676,0.9738006],"genre_scores_gemma":[0.005806034,0.002398767,0.0004409214,0.0008651496,0.0013602,0.00006582969,0.0002729177,0.000006931919,0.9887832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7934546,"threshold_uncertainty_score":0.9763634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04910046413326251,"score_gpt":0.290204318854772,"score_spread":0.2411038547215095,"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."}}