{"id":"W7083825538","doi":"10.15468/zbg2jz","title":"Bringing Shadowdragons to light: Neurocordulia (Anisoptera: Corduliidae) systematics","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematics; Phylogenetic tree; Phylogenetics; Population; Genus; Sequence (biology); Genome","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":["metaresearch","metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007299316,0.0005775755,0.001366128,0.001504696,0.0007111445,0.006848607,0.01548111,0.0003806512,0.006531226],"category_scores_gemma":[0.009839323,0.0004282306,0.0002621138,0.003778542,0.0001460858,0.0008644245,0.006001366,0.001161156,0.01003585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350608,"about_ca_system_score_gemma":0.001029168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003512934,"about_ca_topic_score_gemma":0.000419846,"domain_scores_codex":[0.9903266,0.0005857299,0.001930898,0.002130323,0.003979579,0.001046868],"domain_scores_gemma":[0.9928986,0.002046771,0.0007033122,0.003056515,0.0005426875,0.0007520449],"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":[0.00001974954,0.00004421771,0.00003643228,0.00006715319,0.00001812658,0.0001033236,0.0001459863,0.00003456802,0.00004589343,0.00001185895,0.9795077,0.01996498],"study_design_scores_gemma":[0.0001987038,0.00009037323,0.00008422032,0.0009130601,0.00003944021,0.00001994432,0.0004702768,0.0003485029,0.0001311251,0.0001684325,0.9970629,0.0004730603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005318375,0.0001007084,0.000318375,0.003019517,0.002321066,0.002533129,0.9484514,0.000005725934,0.04271827],"genre_scores_gemma":[0.002650179,0.0002193665,0.01188138,0.004133618,0.001629517,0.0004888179,0.7039793,0.00007749232,0.2749404],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2444721,"threshold_uncertainty_score":0.999817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544566549673478,"score_gpt":0.4680521881292505,"score_spread":0.3135955331619027,"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."}}