{"id":"W4406194052","doi":"10.1007/s00435-024-00696-x","title":"Exploring intraspecific morphological variation in Parvocalanus crassirostris (F. Dahl 1894)(Copepoda: Paracalanidae) in the Gulf of Oman","year":2025,"lang":"en","type":"article","venue":"Zoomorphology","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Iran National Science Foundation","keywords":"Intraspecific competition; Biology; Variation (astronomy); Oceanography; Zoology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008521842,0.0001722423,0.0004238226,0.0000638296,0.0001379044,0.0000111554,0.0004469696,0.0002953841,0.0002512029],"category_scores_gemma":[0.0003047347,0.00006699163,0.00006755925,0.0007288246,0.000380462,0.0000862836,0.0001424979,0.0004021405,0.00003632687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004280525,"about_ca_system_score_gemma":0.00001164516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006851204,"about_ca_topic_score_gemma":0.004152373,"domain_scores_codex":[0.9980423,0.0005158943,0.000517758,0.0004125876,0.00008633995,0.0004250983],"domain_scores_gemma":[0.998542,0.001162335,0.0001250889,0.0001133816,0.0000342062,0.00002305301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002018151,0.0005693021,0.9341031,0.00001022525,0.00003303811,0.0003145739,0.0006696914,0.00002620085,0.0517805,0.003117597,0.00359034,0.005583642],"study_design_scores_gemma":[0.0003698712,0.0002640621,0.9937695,0.00001452817,0.00001074147,0.00003443816,0.0008875763,0.00001834605,0.0004257537,0.002231982,0.00186192,0.000111234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903136,0.0001876769,0.00001189315,0.00655297,0.0003619812,0.0002828754,0.00001804968,0.0000255033,0.002245395],"genre_scores_gemma":[0.9983951,0.0003292786,0.00004408993,0.0009112708,0.00006817131,0.0001514577,0.00004832875,7.451868e-7,0.00005154001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05966647,"threshold_uncertainty_score":0.2750495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07779569654269318,"score_gpt":0.2421885022886143,"score_spread":0.1643928057459211,"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."}}