{"id":"W7154693685","doi":"10.6075/j0wh2qzp","title":"Basket Star, Gorgonocephalus--2025 Judges’ Award Winner, Faculty/Project Scientist Participant Category. In Art of Science","year":2025,"lang":"","type":"dataset","venue":"UC San Diego","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Benthic zone; Fish <Actinopterygii>; Marine invertebrates; Nova scotia; Invertebrate; Marine research; Biodiversity","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","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","bibliometrics","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01512889,0.003794479,0.005785802,0.01358463,0.002103633,0.00158511,0.01170378,0.00144457,0.005527613],"category_scores_gemma":[0.008602649,0.003982121,0.001197189,0.03281358,0.02260673,0.002497721,0.007706857,0.003725069,0.007368394],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004560465,"about_ca_system_score_gemma":0.02806053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006582934,"about_ca_topic_score_gemma":0.02476289,"domain_scores_codex":[0.9685827,0.001797601,0.006761198,0.008192222,0.007110476,0.007555743],"domain_scores_gemma":[0.9821512,0.0009863816,0.003810996,0.008828158,0.002621835,0.00160147],"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":[0.0008656743,0.00380215,0.003064343,0.002350915,0.0004780518,0.0005761154,0.001818072,0.0003355632,0.002769804,0.0004025359,0.9829665,0.000570215],"study_design_scores_gemma":[0.00523773,0.0009438338,0.008778328,0.003080088,0.001786848,0.00004725359,0.004293632,0.001960893,0.004925794,0.0002020448,0.9649844,0.003759162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04666179,0.002533988,0.00001813983,0.0001962654,0.00585283,0.005132016,0.9359629,0.0002358753,0.003406258],"genre_scores_gemma":[0.05870866,0.0007096188,0.0009291326,0.0004714896,0.0004039443,0.0008115606,0.9310037,0.0003387051,0.006623151],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02350007,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06218292504808706,"score_gpt":0.3590878848318547,"score_spread":0.2969049597837676,"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."}}