{"id":"W4417415832","doi":"10.1098/rsos.251698","title":"Genomic insights into kin selection and developmental conflict in co-occurring hairworm parasites","year":2025,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Marsden Fund","keywords":"Kin selection; Host (biology); Selection (genetic algorithm); Kin recognition; Kinship; Genome; Genetic Fitness; Natural selection","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":[0.0001489852,0.000177361,0.000236709,0.000858642,0.0002715033,0.0003126113,0.0001957049,0.0003414257,0.002337373],"category_scores_gemma":[0.0005852761,0.0001551159,0.0002165226,0.0007133679,0.0002859377,0.000250078,0.0004750992,0.0004286436,0.0002072285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777427,"about_ca_system_score_gemma":0.0001590661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002604738,"about_ca_topic_score_gemma":0.006001419,"domain_scores_codex":[0.9998456,0.0000242959,0.00000728749,0.00006342821,0.00003436896,0.00002502025],"domain_scores_gemma":[0.999507,0.0001302402,0.0002215991,0.00002644457,0.00003935782,0.00007541615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004702781,0.00008797233,0.2084253,0.0002707623,0.0002060935,0.001170282,0.0009818595,0.001480459,0.7625943,0.001732303,0.0003606803,0.02221971],"study_design_scores_gemma":[0.00000834336,0.00005019985,0.9923112,0.0000184701,0.00003908454,0.0003736923,0.0002225296,0.001424104,0.003828578,0.0004592195,0.001252045,0.00001261726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964312,0.0002509374,0.001731319,0.00005339705,0.000003449113,0.000007850149,0.0006748809,0.00002014619,0.0008267103],"genre_scores_gemma":[0.997597,0.0001123385,0.001244574,0.00004695854,0.000003551535,0.000008827583,0.0005591527,0.000008629278,0.0004189962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002604738,"threshold_uncertainty_score":0.007819295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515905877287074,"score_gpt":0.3412214630364589,"score_spread":0.3260624042635882,"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."}}