{"id":"W4414205247","doi":"10.3897/zookeys.1251.160858","title":"Discovery of Laophontidae (Copepoda, Harpacticoida) from marine plastic debris: Pseudonychocamptus setadefectus sp. nov. and Heterolaophonte discophora (Willey, 1929)","year":2025,"lang":"en","type":"article","venue":"ZooKeys","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Marine Biodiversity Institute of Korea; Korea Institute of Ocean Science and Technology","keywords":"Seta; Sexual dimorphism; Intraspecific competition; Polychaete; Genus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001952319,0.0004708071,0.0003046737,0.001391179,0.0006486789,0.0005545045,0.0003213829,0.0004853748,0.0006137924],"category_scores_gemma":[0.0004284808,0.0002778537,0.0002670947,0.0009876856,0.0004917586,0.0005730114,0.00088927,0.0003709152,0.0003635005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002106698,"about_ca_system_score_gemma":0.0003239685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003201347,"about_ca_topic_score_gemma":0.004481283,"domain_scores_codex":[0.9997886,0.00001323261,0.00002226867,0.00008499932,0.00006202436,0.00002895461],"domain_scores_gemma":[0.9996018,0.00005540905,0.0001524311,0.00003354075,0.0000700058,0.00008696176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579869,0.0001177572,0.77715,0.0003414005,0.00009812708,0.003458323,0.00260706,0.0001260421,0.1581475,0.00009763478,0.0004812048,0.05711695],"study_design_scores_gemma":[0.00001216374,0.0001769626,0.990365,0.00002985099,0.0000399565,0.003557634,0.0006479804,0.0001933384,0.001787739,0.00002344768,0.003153475,0.00001244882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978355,0.0007008002,0.000306587,0.00002752699,0.00002115012,0.00002739385,0.0003562871,0.000006845237,0.000717891],"genre_scores_gemma":[0.9969228,0.0006527682,0.001136315,0.0000783814,0.0000231897,0.00005231664,0.0008009501,0.000002488401,0.0003308589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003201347,"threshold_uncertainty_score":0.006365418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003174436812934328,"score_gpt":0.1772627201240609,"score_spread":0.1740882833111266,"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."}}