{"id":"W2025288455","doi":"10.1017/s0022149x07729541","title":"Effect of environmental change on parasites of Atlantic cod (<i>Gadus morhua</i>) as bioindicators of populations in the north-western Atlantic Ocean","year":2007,"lang":"en","type":"article","venue":"Journal of Helminthology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gadus; Biology; Bioindicator; Atlantic cod; Gadidae; Fishery; Ecology; Oceanography; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008566063,0.0001261691,0.0003647147,0.00021871,0.00004412915,0.000001936569,0.0002856343,0.0001096517,0.0001856565],"category_scores_gemma":[0.00008788132,0.00008314589,0.0001383735,0.000167727,0.0004425997,0.00009311771,0.00004557773,0.000263548,0.00005715886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005245703,"about_ca_system_score_gemma":0.000006150363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000184749,"about_ca_topic_score_gemma":0.0004364277,"domain_scores_codex":[0.9985326,0.0002977488,0.0006365746,0.0001209627,0.0002166628,0.0001954741],"domain_scores_gemma":[0.9984412,0.0005868365,0.0007416488,0.0001769834,0.000005725108,0.00004759624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004290067,0.0003298211,0.9868781,0.00001125026,0.0000287547,0.00007243002,0.0007735844,0.00004723244,0.01067898,0.00002323025,0.00003431992,0.0006932668],"study_design_scores_gemma":[0.0004219203,0.002235446,0.9880971,0.00003709159,0.00007647734,0.0005605631,0.0001097117,0.000005519237,0.008237436,0.00002948261,0.0001262506,0.00006304098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992111,0.00009189874,0.00002153385,0.000140679,0.0001631813,0.0001731653,0.00001396251,0.0000018508,0.0001826134],"genre_scores_gemma":[0.9997292,0.00005083417,0.00005669537,0.0000868369,0.00004065634,0.000001387357,0.00001017438,0.000006338297,0.00001787065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002441541,"threshold_uncertainty_score":0.3390591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216467374348025,"score_gpt":0.3438424652547262,"score_spread":0.3216777915112459,"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."}}