{"id":"W3211509623","doi":"10.21203/rs.3.rs-1044348/v1","title":"Older but not wider. Impacts of molt frequency variation on age and growth dynamics of Newfoundland &amp;amp; Labrador snow crab (Chionoecetes opilio) toward corroborating gastric mill 2 age estimations","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Moulting; Mill; Biology; Context (archaeology); Population; Ontogeny; Snow; Crustacean; Demography; Ecology; Geography; Endocrinology; Larva","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":[0.001475248,0.0001516972,0.0001701864,0.001511002,0.0004411501,0.0008493775,0.0003799727,0.0001389889,0.001936313],"category_scores_gemma":[0.003495439,0.0001001263,0.0002497651,0.001274592,0.0005855346,0.0005177697,0.0004745796,0.0001577004,0.0002216065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206805,"about_ca_system_score_gemma":0.001473531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.313511,"about_ca_topic_score_gemma":0.6561041,"domain_scores_codex":[0.9994796,0.00008111108,0.00005249576,0.0001801386,0.0001496521,0.0000570444],"domain_scores_gemma":[0.9950405,0.00102755,0.00215656,0.0002851364,0.001345434,0.0001448209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001952804,0.00001066629,0.881684,0.0008590272,0.0003243807,0.0004648645,0.004064192,0.0008610067,0.006856278,0.0006432945,0.001877284,0.1021597],"study_design_scores_gemma":[6.320922e-7,0.0000299143,0.9936626,0.0001134069,0.00006366363,0.00006440965,0.001336883,0.0001002095,0.0005285491,0.00005073098,0.004042127,0.000006882514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784791,0.006879829,0.001691291,0.0004531669,0.00003535822,0.00002490197,0.004969578,0.00003397546,0.007432858],"genre_scores_gemma":[0.9944279,0.001501704,0.0008464085,0.0001078779,0.00001055023,0.00001787255,0.000805785,0.00001029854,0.002271726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.686489,"threshold_uncertainty_score":0.6233723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675697486836853,"score_gpt":0.3333705176831309,"score_spread":0.2866135428147624,"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."}}