{"id":"W2467370127","doi":"10.1002/lom3.10110","title":"Growth bands are an unreliable indicator of sea urchin age: Evidence from the laboratory and the literature","year":2016,"lang":"en","type":"article","venue":"Limnology and Oceanography Methods","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Université Laval","funders":"","keywords":"Sea urchin; Biology; Ossicle; Ecology; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01257372,0.0005375904,0.001003489,0.005336691,0.0005863486,0.002687771,0.001120811,0.0009570463,0.001661451],"category_scores_gemma":[0.0388538,0.0003562331,0.0006533587,0.004106546,0.0037256,0.001142269,0.001311159,0.0006359533,0.0004907561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005751868,"about_ca_system_score_gemma":0.0008878392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604635,"about_ca_topic_score_gemma":0.00471326,"domain_scores_codex":[0.9887598,0.004063833,0.002060456,0.001906527,0.002960345,0.0002491599],"domain_scores_gemma":[0.8897285,0.06694285,0.02094048,0.005382881,0.01645592,0.0005492952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002453799,0.0002653605,0.527685,0.02188278,0.002814344,0.003637446,0.006807631,0.0003426918,0.01661538,0.002679427,0.005162931,0.4096532],"study_design_scores_gemma":[0.00008327309,0.001300045,0.8281354,0.01749748,0.004152108,0.006872,0.007974306,0.000809609,0.02199355,0.003133547,0.1078288,0.0002199629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5849795,0.3910795,0.0046507,0.003597083,0.0008774465,0.0001049464,0.001135948,0.00008543913,0.01348943],"genre_scores_gemma":[0.9071852,0.08604991,0.002808351,0.001821716,0.000557219,0.00006078146,0.0008132323,0.00004074344,0.0006627989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257372,"threshold_uncertainty_score":0.06649697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441750477065384,"score_gpt":0.2548788826091692,"score_spread":0.2404613778385154,"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."}}