{"id":"W1979594376","doi":"10.1163/15685403-00003283","title":"Annotated checklist and new records of Harpacticoida (Copepoda) from a coastal system of northern Colombia, South America","year":2014,"lang":"en","type":"article","venue":"Crustaceana","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Copepod; Carcinology; Harpacticoida; Fauna; Ecology; Geography; Littoral zone; Biogeography; Fishery; Biology; Taxonomy (biology); Crustacean; Decapoda","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002670305,0.0001106834,0.0003481653,0.00006628714,0.00008341699,0.0000131624,0.000172793,0.0001154332,0.001065136],"category_scores_gemma":[0.0002077745,0.00009298564,0.00004061117,0.0001631175,0.0003324875,0.00006431051,0.00003472636,0.0001513354,0.00006120894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003578053,"about_ca_system_score_gemma":0.0001238913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04604311,"about_ca_topic_score_gemma":0.047753,"domain_scores_codex":[0.9989513,0.0001764599,0.0002643242,0.0002348176,0.0001247673,0.0002483781],"domain_scores_gemma":[0.9990832,0.0002789073,0.0001955035,0.0002022405,0.00007443319,0.000165726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000231643,0.00001232868,0.9840187,0.00004594672,0.00005500327,0.000004828985,0.0003203528,0.00003708828,0.00005872135,0.0000109185,0.000880601,0.01432388],"study_design_scores_gemma":[0.0005232884,0.0004622329,0.9890819,0.0000182627,0.00002815287,0.000004954412,0.001132128,0.005765321,0.0001313549,0.00005756591,0.002689331,0.0001054884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904913,0.0001477663,0.00005652634,0.0001126397,0.000134709,0.0001318244,0.0002201739,0.00002125214,0.008683867],"genre_scores_gemma":[0.9982265,0.00001626715,0.0002304552,0.00003724921,0.00004720741,5.165078e-7,0.0001590054,0.000003595429,0.001279255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421839,"threshold_uncertainty_score":0.999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649040120713884,"score_gpt":0.2166470367639509,"score_spread":0.200156635556812,"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."}}