{"id":"W2058616378","doi":"10.3390/biology2020832","title":"Marine Invertebrates: Communities at Risk","year":2013,"lang":"en","type":"article","venue":"Biology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Invertebrate; Biology; Fishery; Coral reef; Marine life; Habitat; Ecology; Marine habitats; Marine ecosystem; Predation; Ecosystem; Marine invertebrates; Apex predator; Effects of global warming on oceans; Climate change; Global warming","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001023928,0.00005849035,0.00007748812,0.00003764149,0.0001543926,0.0000202725,0.0001254495,0.00005083851,0.02872166],"category_scores_gemma":[0.00002906021,0.00003677811,0.00002075261,0.00004871709,0.0001489349,0.00004768389,0.00002032345,0.00005977149,0.005103968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001633793,"about_ca_system_score_gemma":0.000008416621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239929,"about_ca_topic_score_gemma":0.002891328,"domain_scores_codex":[0.9994627,0.000230873,0.00008148528,0.00006828186,0.00002461621,0.0001320321],"domain_scores_gemma":[0.9994794,0.0002731077,0.00004091879,0.0001407189,0.00001793032,0.00004790975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009846353,0.000003673391,0.9615059,0.000002145984,0.000006992896,2.508511e-7,0.00007187856,0.00001185428,0.0001024065,0.00008573026,0.002773533,0.03542574],"study_design_scores_gemma":[0.00009044676,0.00009892292,0.9606531,0.000001023949,0.00000266666,0.000004918837,0.0001313602,0.003457413,0.0001155391,0.001108214,0.03427181,0.00006463002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889655,0.0002303847,0.00001136494,0.0002763739,0.0001670533,0.00008622935,0.00003694337,0.00003599887,0.01019021],"genre_scores_gemma":[0.9973773,0.0002187737,0.0002090461,0.0004385924,0.00004329127,0.000001179404,0.000210188,0.0000012417,0.001500353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03536111,"threshold_uncertainty_score":0.9956707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377629998561072,"score_gpt":0.203462993215432,"score_spread":0.1896866932298212,"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."}}