{"id":"W6990868622","doi":"","title":"Epibenthic megafauna associated with sponge grounds formed by the unique glass sponge Vazella pourtalesii in Emerald Basin, Nova Scotia, Canada","year":2018,"lang":"en","type":"dissertation","venue":"Bergen Open Research Archive (BORA) (University of Bergen)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Megafauna; Biota; Sponge; Habitat; Fishing; Ecosystem","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001939612,0.0005002972,0.0006626695,0.0003191282,0.0005777702,0.00007944571,0.00264464,0.0004383395,0.0008844468],"category_scores_gemma":[0.0004300704,0.0004603788,0.0001692795,0.00105823,0.0004702054,0.0000554298,0.00106767,0.001151275,0.00001592711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717521,"about_ca_system_score_gemma":0.00299814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7873253,"about_ca_topic_score_gemma":0.9922133,"domain_scores_codex":[0.9953336,0.001042921,0.0003869581,0.001133982,0.001079529,0.001023015],"domain_scores_gemma":[0.9970628,0.0001647955,0.0004282237,0.0009922548,0.001042782,0.0003091196],"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":[0.01015677,0.0007996081,0.01073562,0.0005263551,0.002240758,0.0003238956,0.001737226,0.00001945321,0.0541097,0.0007848183,0.9129791,0.005586713],"study_design_scores_gemma":[0.008116341,0.004006591,0.4162887,0.001456652,0.0005100676,0.00004036625,0.01244099,0.0003603644,0.03556297,0.001309608,0.5163786,0.003528753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977804,0.0007633631,0.00002223415,0.001749948,0.0003021164,0.001871363,0.00104305,0.000008834656,0.01643507],"genre_scores_gemma":[0.8676977,0.0009194784,0.0004613472,0.000127266,0.0001454135,0.00000715146,0.0172899,0.0001010174,0.1132507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4055531,"threshold_uncertainty_score":0.9997848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191542235259129,"score_gpt":0.2796700769132477,"score_spread":0.2577546545606564,"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."}}