{"id":"W6943058389","doi":"10.15468/jndhcq","title":"DFO Arctic Region Biodiversity of the Benthic Epifauna Trawl Survey from CBS-MEA program (2021-2024)","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Arctic; Benthic zone; Beaufort scale; Habitat; Otter; Marine biodiversity; Marine habitats; Biodiversity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001092057,0.0006969871,0.0003941046,0.003252001,0.001175217,0.0009811177,0.0009836128,0.0002816136,0.007357867],"category_scores_gemma":[0.001516202,0.0003197524,0.0004715215,0.005211261,0.000106767,0.0003041197,0.0008723659,0.0004020312,0.003423064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005327157,"about_ca_system_score_gemma":0.01227425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9293988,"about_ca_topic_score_gemma":0.961096,"domain_scores_codex":[0.9992753,0.00004902314,0.00003472517,0.0001160319,0.0003749871,0.0001499583],"domain_scores_gemma":[0.9974955,0.00005164845,0.0002185031,0.0001153802,0.001756759,0.0003621297],"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":[0.0004070903,0.00009441247,0.3841471,0.0006588112,0.0003532379,0.0001739075,0.0006203622,0.001192271,0.001269671,0.001099125,0.5445178,0.06546623],"study_design_scores_gemma":[0.00003682559,0.00002902606,0.7713137,0.0001944306,0.00006163504,0.00004583762,0.000510368,0.000707818,0.0005217655,0.0001016399,0.2264549,0.00002200769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04118465,0.0007095399,0.0005657946,0.0002116255,0.00009142554,0.0001253707,0.9444798,0.0001470863,0.01248481],"genre_scores_gemma":[0.05903918,0.0006696443,0.003680173,0.0001613492,0.00002983433,0.0004252729,0.9168605,0.00009407412,0.01903989],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07060117,"threshold_uncertainty_score":0.1420339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703837858402536,"score_gpt":0.2067006092290724,"score_spread":0.189662230645047,"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."}}