{"id":"W6906226157","doi":"10.1594/pangaea.973195","title":"Seawater carbonate chemistry and changes in gill neuroepithelial cells and morphology of threespine stickleback (Gasterosteus aculeatus)","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stickleback; Carbonate; Seawater; Ocean acidification; Morphology (biology); Neuroepithelial cell","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":[0.0003325909,0.0004783958,0.00049673,0.0008735907,0.0004011289,0.0005765873,0.0004909051,0.0004461737,0.009238658],"category_scores_gemma":[0.0009016361,0.0002162781,0.0004621897,0.0009682419,0.0002211406,0.000300238,0.0007067632,0.000462143,0.004608056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268546,"about_ca_system_score_gemma":0.0003487729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314671,"about_ca_topic_score_gemma":0.03075457,"domain_scores_codex":[0.9998083,0.00002192348,0.00001492895,0.00008134663,0.00003575698,0.00003783071],"domain_scores_gemma":[0.9996166,0.00008870835,0.00008090587,0.00008764627,0.0000839046,0.00004217813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001904565,0.0002910025,0.4996031,0.002861721,0.0008536903,0.0005199096,0.0009172431,0.005761995,0.03370741,0.001323002,0.3931993,0.05905714],"study_design_scores_gemma":[0.0001346126,0.0001278364,0.7969392,0.0001678912,0.0002487884,0.00028739,0.0004271087,0.002436314,0.004833578,0.0009538571,0.1933424,0.0001010358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1191233,0.0003758137,0.0006836969,0.00009935411,0.00006174911,0.00002226437,0.8773877,0.0004534634,0.001792653],"genre_scores_gemma":[0.06472773,0.0001482202,0.002289595,0.00006304149,0.00001273565,0.0001554262,0.9305014,0.0001151359,0.00198666],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01314671,"threshold_uncertainty_score":0.03090638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185019835661283,"score_gpt":0.2823002897004092,"score_spread":0.2604500913437963,"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."}}