{"id":"W2596434630","doi":"","title":"Patterns and Drivers of Eelgrass Invertebrate Diversity along the Coast of British Columbia","year":2017,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invertebrate; Fishery; Diversity (politics); Geography; Ecology; Biology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001891326,0.0001205759,0.0002950443,0.00006241175,0.0006327327,0.0001844388,0.0009246425,0.000106767,0.0001511426],"category_scores_gemma":[0.00001864632,0.0001423109,0.00007944942,0.00007255986,0.0004077837,0.0005514408,0.0006931994,0.0001691044,0.000007497002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005219008,"about_ca_system_score_gemma":0.00003402074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6481175,"about_ca_topic_score_gemma":0.9680843,"domain_scores_codex":[0.9989606,0.0001042719,0.0001787481,0.0002965755,0.0002073518,0.0002524153],"domain_scores_gemma":[0.9989557,0.0001016665,0.0003729307,0.0003820242,0.00007125719,0.000116431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003283565,0.00001348667,0.9850807,0.00005284367,0.00004904503,0.0001078715,0.0002833637,0.000008406143,0.00002224387,0.000005797734,0.00007882709,0.0142646],"study_design_scores_gemma":[0.000571864,0.0001425286,0.9956157,0.00007970347,0.00005753413,0.0000334547,0.001060316,0.00005793414,0.00003447577,0.00002639881,0.002160276,0.0001598056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961245,0.00001410454,0.00004790566,0.00007614219,0.0001666179,0.0001336667,0.000775309,0.00001810155,0.002643663],"genre_scores_gemma":[0.9953134,0.0001777987,0.00001184215,0.00007039135,0.00002457047,3.675671e-8,0.00005572015,0.000003609391,0.004342637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3199668,"threshold_uncertainty_score":0.5803269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585419651184932,"score_gpt":0.1839295024261532,"score_spread":0.1680753059143039,"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."}}