{"id":"W3159638835","doi":"10.1186/s41200-020-00199-w","title":"Decapod crustaceans associated with macroinvertebrates in Pacific Costa Rica","year":2021,"lang":"en","type":"article","venue":"Marine Biodiversity Records","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Costa Rica; Vicerrectoría de Investigación, Universidad de Costa Rica; Canadian Celiac Association","keywords":"Crustacean; Invertebrate; Cnidaria; Ecology; Biology; Habitat; Marine invertebrates; Marine habitats; Marine ecosystem; Bryozoa; Biogeography; Geography; Ecosystem; Taxonomy (biology); Coral","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002999896,0.0002002696,0.0001172985,0.003295677,0.0002188912,0.0005031675,0.0001601546,0.0001252695,0.0005721991],"category_scores_gemma":[0.0006244712,0.00009082717,0.0001661286,0.004300319,0.0001842351,0.0002447706,0.000312863,0.00007515147,0.00007062028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000490659,"about_ca_system_score_gemma":0.0006571399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05901375,"about_ca_topic_score_gemma":0.1435335,"domain_scores_codex":[0.9998767,0.00001958413,0.00003024182,0.00002323092,0.0000374928,0.00001263017],"domain_scores_gemma":[0.9991807,0.0001347359,0.0004083074,0.00003008192,0.0002124239,0.00003371316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002331657,0.00001553483,0.9379604,0.002183127,0.0001315541,0.0005760802,0.001068275,0.0001177908,0.002387373,0.00007500255,0.0005265109,0.05493508],"study_design_scores_gemma":[8.511411e-7,0.00001152939,0.9955814,0.000229837,0.00006992661,0.0002753983,0.001115522,0.00007732298,0.0002152573,0.00001780178,0.002402146,0.000002994874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429175,0.04830728,0.0002228702,0.0002938455,0.00001384483,0.00004335515,0.003259378,0.00001800396,0.004923906],"genre_scores_gemma":[0.9752699,0.02237254,0.0005022008,0.00009624176,0.00001329637,0.00002277673,0.001232628,0.000002085804,0.000488392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05901375,"threshold_uncertainty_score":0.1173405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009065570497984102,"score_gpt":0.185102326862542,"score_spread":0.176036756364558,"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."}}