{"id":"W4327590128","doi":"10.1007/s10641-023-01407-z","title":"Armour reduction and pelvic girdle loss in a population of threespine stickleback (Gasterosteus aculeatus) from western Newfoundland, Canada","year":2023,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Memorial University of Newfoundland","funders":"","keywords":"Stickleback; Gasterosteus; Population; Biology; Pelvic girdle; Fishery; Anatomy; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002840095,0.0002493304,0.0002945331,0.001043476,0.002091193,0.0007516622,0.0009393231,0.0004088721,0.001160534],"category_scores_gemma":[0.0007303178,0.0003340339,0.0002718014,0.001542607,0.001119856,0.0003351746,0.0005625729,0.0005233308,0.0002490895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007376955,"about_ca_system_score_gemma":0.004429694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9714555,"about_ca_topic_score_gemma":0.9907978,"domain_scores_codex":[0.9996517,0.00002947646,0.00001856764,0.00009087966,0.00008136097,0.0001279864],"domain_scores_gemma":[0.9990917,0.00006048815,0.0001745367,0.00003855751,0.000306772,0.0003278968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009241665,0.00004799028,0.9946465,0.000008715658,0.00004012427,0.0001240287,0.001828231,0.0000708752,0.0008995398,0.00002576777,0.0002814183,0.001934395],"study_design_scores_gemma":[0.000001629126,0.00001726036,0.998528,0.00000235337,0.000007024492,0.00004409673,0.001202211,0.00004532437,0.00003128791,0.000003008804,0.0001149224,0.00000287702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994115,0.00004088461,0.00002453511,0.00002510616,0.000002282987,0.000004478183,0.0002260473,0.000001616509,0.0002636724],"genre_scores_gemma":[0.9988275,0.00004512986,0.00006223853,0.00003689499,0.000001411494,0.000005884143,0.0003067786,0.000001805046,0.0007124461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854455,"threshold_uncertainty_score":0.05742526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007459698620219602,"score_gpt":0.2013199222542461,"score_spread":0.1938602236340264,"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."}}