{"id":"W2807333089","doi":"10.3354/meps12589","title":"Sponge assemblages and predicted archetypes in the eastern Canadian Arctic","year":2018,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Horizon 2020; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; H. Lundbeck A/S","keywords":"Bay; Geography; Arctic; Oceanography; Fishery; Fauna; Nova scotia; Archaeology; Ecology; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004099162,0.0003988669,0.0002802842,0.004633029,0.002271396,0.001137315,0.000642281,0.0002838682,0.001241728],"category_scores_gemma":[0.001485163,0.0003407561,0.0003707326,0.003696152,0.0008788183,0.0003151691,0.0009669915,0.0002588728,0.0001567894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008575872,"about_ca_system_score_gemma":0.007597473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666353,"about_ca_topic_score_gemma":0.9900388,"domain_scores_codex":[0.9995397,0.00002640516,0.00003830901,0.0001063218,0.0001357108,0.0001534257],"domain_scores_gemma":[0.998816,0.00008424006,0.0002776847,0.00005161458,0.0005283231,0.000242172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008271239,0.000005883991,0.9930933,0.0000345377,0.00006120469,0.00009723694,0.0009249969,0.0001643618,0.001366208,0.0001292674,0.0002511269,0.003789275],"study_design_scores_gemma":[0.000001649845,0.000004567984,0.9987186,0.000009833701,0.000008537527,0.00004836935,0.00061044,0.000157795,0.00004526295,0.00002401186,0.0003666086,0.000004411375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996057,0.0005785079,0.0001008292,0.00005395841,0.000004715836,0.000008859226,0.001487532,0.000009253963,0.001699324],"genre_scores_gemma":[0.9983611,0.0003532964,0.0001965899,0.00001756055,0.000002035992,0.000006849326,0.0007977189,0.000004114409,0.0002607928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03336471,"threshold_uncertainty_score":0.06712234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006758336794260548,"score_gpt":0.2340729599199568,"score_spread":0.2273146231256963,"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."}}