{"id":"W4413869211","doi":"10.1163/15685403-bja10487","title":"Morphometric measurements of zoeal stages of snow crab, Chionoecetes opilio (O. Fabricius, 1788) (Decapoda, Oregoniidae), from the southeastern Gulf of Saint Lawrence (Canada)","year":2025,"lang":"en","type":"article","venue":"Crustaceana","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Fisheries and Oceans Canada","funders":"Offshore Energy Research Association","keywords":"Decapoda; Carcinology; Fishery; SAINT; Biology; Zoology; Crustacean; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009563973,0.0002408132,0.0001203329,0.001479631,0.0006065718,0.0003197317,0.0001628986,0.00009055035,0.0009476981],"category_scores_gemma":[0.0002600059,0.0001338625,0.0001811395,0.0008813873,0.000282337,0.0001559037,0.0003468537,0.000117029,0.0001513712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000917376,"about_ca_system_score_gemma":0.0007252935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2307039,"about_ca_topic_score_gemma":0.6309389,"domain_scores_codex":[0.9999403,0.000002732262,0.000005024196,0.00001913265,0.00001745218,0.00001540266],"domain_scores_gemma":[0.9997799,0.00001068784,0.00008093243,0.000007035707,0.00007681881,0.00004456472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002777737,0.000005249288,0.9906788,0.00001555237,0.00001427567,0.00004819552,0.0005386201,0.00005261836,0.005306343,0.00001259317,0.00006076527,0.00323897],"study_design_scores_gemma":[3.325002e-7,0.000005741219,0.9995945,0.000001453153,0.000001905253,0.00001507287,0.0002069902,0.00001609973,0.0000754678,0.000001340234,0.0000804443,7.073625e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989536,0.00005068232,0.00003259924,0.000002890487,6.016297e-7,0.000004035242,0.0003853586,0.000002148825,0.0005679957],"genre_scores_gemma":[0.9986923,0.0000768125,0.0001756287,0.000006267666,8.37777e-7,0.00001021929,0.0005437755,0.000001238485,0.0004928279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7692961,"threshold_uncertainty_score":0.4587222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940032921408313,"score_gpt":0.2282124384188128,"score_spread":0.2088121092047296,"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."}}