{"id":"W2969290350","doi":"10.11646/zootaxa.4657.3.1","title":"The Ascidiacea collected during the 2017 British Columbia Hakai MarineGEO BioBlitz","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hakai Institute; Tula Foundation; Smithsonian Institution","keywords":"Intertidal zone; Tide pool; Biology; Biodiversity; Scuba diving; Ecology; Habitat; Rocky shore; Invertebrate; Tunicate; Fishery; Oceanography; Zoology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002896395,0.00009393797,0.0001243942,0.000007667196,0.001261374,0.0003952431,0.000585943,0.00007601909,0.03372687],"category_scores_gemma":[0.0001698206,0.00008288596,0.00007208547,0.0002702147,0.000467869,0.0001471633,0.0006268606,0.0002259154,0.003430952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059385,"about_ca_system_score_gemma":0.00001815444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02104788,"about_ca_topic_score_gemma":0.3132092,"domain_scores_codex":[0.9988126,0.00009819664,0.0001779168,0.000291034,0.0002200845,0.0004002308],"domain_scores_gemma":[0.9991529,0.0001793134,0.0000990667,0.0004959932,0.00001412678,0.00005861173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008582859,0.0000219127,0.8034526,0.000003625187,0.00001493585,0.00001015501,0.00004215637,0.00001174521,0.0002063506,0.00003299578,0.1925268,0.003668152],"study_design_scores_gemma":[0.0001746971,0.00002396149,0.5840722,0.000002833764,0.000003769989,0.00002631699,0.00004799561,0.00003258926,0.00004999037,0.00009927959,0.415389,0.00007744035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.808712,0.00005803065,5.084761e-7,0.0006948355,0.0004532832,0.0003535175,0.000007158776,0.0000390419,0.1896816],"genre_scores_gemma":[0.6641936,0.0001157408,0.00002338104,0.0002341271,0.00005456578,0.00003156266,0.00000297867,0.000009523725,0.3353346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2921613,"threshold_uncertainty_score":0.997345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003951890211166834,"score_gpt":0.1750008193420619,"score_spread":0.1710489291308951,"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."}}