{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008180673,0.001050233,0.0009191665,0.003616788,0.001028276,0.002182921,0.001487619,0.0009276505,0.1521785],"category_scores_gemma":[0.005648062,0.0005088344,0.0005582604,0.006285507,0.0002772485,0.001358605,0.002546404,0.001065073,0.1373362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027037,"about_ca_system_score_gemma":0.002283322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05105768,"about_ca_topic_score_gemma":0.1253873,"domain_scores_codex":[0.9991645,0.00007188458,0.0001054766,0.000196751,0.0002607795,0.000200604],"domain_scores_gemma":[0.9970631,0.0003198165,0.0004428106,0.0003414226,0.001355921,0.0004768844],"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":[0.00001671171,0.000003515016,0.001095058,0.000229445,0.000004741054,0.000005403976,0.00001162503,0.00001596243,0.00002596257,0.00009895363,0.9972805,0.001212043],"study_design_scores_gemma":[0.00006770696,0.000009503665,0.0164154,0.0002243976,0.00001225014,0.00003083137,0.0002120186,0.00006500755,0.00008427288,0.0002060929,0.9826582,0.0000142402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001146394,0.00003096994,0.00001709825,0.00004283714,0.00004506431,0.00001114653,0.9984605,0.00006258445,0.001215029],"genre_scores_gemma":[0.000536009,0.0000410879,0.0001525851,0.00005320731,0.00001508369,0.00007720023,0.996749,0.00004325872,0.002332542],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1521785,"threshold_uncertainty_score":0.5090879,"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."}}