{"id":"W4231410838","doi":"10.1038/npg.els.0003175","title":"Marine Communities","year":2003,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geography; Oceanography; Fishery; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003790359,0.0003488574,0.000214632,0.004374045,0.001827748,0.002307525,0.0007350168,0.0003047608,0.1100956],"category_scores_gemma":[0.002326864,0.0001398189,0.0002158675,0.006060798,0.0003493503,0.001609173,0.002870952,0.0003142393,0.02058131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242665,"about_ca_system_score_gemma":0.001590282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01787182,"about_ca_topic_score_gemma":0.03591052,"domain_scores_codex":[0.9992239,0.00009328029,0.00004567029,0.0001521659,0.0003358179,0.0001491919],"domain_scores_gemma":[0.9984786,0.00009585145,0.0001743177,0.0001715657,0.0007014833,0.0003782393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105083,0.0001326748,0.04825353,0.0006715342,0.00005137456,0.0003139699,0.00656569,0.0005491298,0.001708126,0.09984323,0.3348682,0.5069321],"study_design_scores_gemma":[0.00001303406,0.00001935963,0.04377522,0.0001888883,0.00001290583,0.0002301612,0.004139501,0.0002604285,0.0003417087,0.007573143,0.9434283,0.00001724223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04276599,0.0007882505,0.004165829,0.00096928,0.0001813593,0.0005050859,0.04225635,0.0005987916,0.907769],"genre_scores_gemma":[0.3338209,0.001950029,0.01570921,0.0005809478,0.000133404,0.0008965351,0.05950452,0.0002833801,0.5871211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1100956,"threshold_uncertainty_score":0.3683066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999465358790744,"score_gpt":0.2576118695223362,"score_spread":0.2376172159344288,"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."}}