{"id":"W7130245824","doi":"","title":"The Ascidiacea collected during the 2017 British Columbia Hakai MarineGEO BioBlitz","year":2025,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human health; Public health; Data collection; Aquatic animal","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":[0.0005107146,0.00178963,0.00113371,0.004776945,0.0021238,0.001858322,0.001321798,0.001476608,0.01882643],"category_scores_gemma":[0.002292834,0.000541375,0.0008634725,0.00639872,0.0005524078,0.000518551,0.001942452,0.001023422,0.03062434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244117,"about_ca_system_score_gemma":0.00598806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5045828,"about_ca_topic_score_gemma":0.6843778,"domain_scores_codex":[0.999353,0.00003665176,0.00003464382,0.0001565037,0.000205193,0.0002140339],"domain_scores_gemma":[0.9986818,0.0001695639,0.0001062042,0.0002106063,0.0006097176,0.0002220715],"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":[0.0003220689,0.00003124927,0.01155674,0.001087055,0.0001016905,0.0001497807,0.0002713655,0.0004743194,0.002146537,0.0003376319,0.9723939,0.01112776],"study_design_scores_gemma":[0.00008948992,0.00001495403,0.06782525,0.0004904169,0.00009691637,0.0001139714,0.0005943628,0.0003840438,0.00124305,0.0004788171,0.92862,0.00004863771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002893275,0.000319358,0.00008078024,0.00005796611,0.00004145228,0.00001497621,0.9941402,0.0004018817,0.002050075],"genre_scores_gemma":[0.003470305,0.0001813192,0.0003013587,0.00004191226,0.000009274369,0.00004331414,0.9937757,0.00009391764,0.002082772],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4954172,"threshold_uncertainty_score":0.9966696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662906791638797,"score_gpt":0.2824331402695573,"score_spread":0.2658040723531694,"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."}}