{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006993608,0.0006038495,0.0004631913,0.003204053,0.001463377,0.003173536,0.0006454745,0.0009275157,0.03059287],"category_scores_gemma":[0.003307426,0.0001695224,0.000397168,0.003458169,0.001097754,0.003635525,0.003988747,0.001039817,0.004418072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310415,"about_ca_system_score_gemma":0.001480751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0076757,"about_ca_topic_score_gemma":0.01101385,"domain_scores_codex":[0.998682,0.0003384798,0.0001339809,0.0001418999,0.0004632846,0.000240475],"domain_scores_gemma":[0.9976623,0.0001678259,0.0007004581,0.00007173661,0.0006195112,0.0007781528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001876784,0.0002953762,0.3826953,0.002444854,0.0001890638,0.001292771,0.01669382,0.0005772677,0.0009942529,0.02918635,0.1191292,0.4463139],"study_design_scores_gemma":[0.00003987956,0.0002977148,0.5070943,0.002919741,0.00007566217,0.003250576,0.05064562,0.0005776247,0.0001287553,0.02897931,0.4058757,0.0001152364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4414216,0.04308837,0.0095843,0.04184661,0.002202536,0.001139948,0.02772186,0.0007412667,0.4322535],"genre_scores_gemma":[0.904044,0.02420405,0.01378675,0.00585144,0.001448294,0.001031539,0.006874586,0.0001212984,0.04263809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03059287,"threshold_uncertainty_score":0.1023434,"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."}}