{"id":"W4402321270","doi":"10.1111/gcb.17488","title":"Global change and premature hatching of aquatic embryos","year":2024,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Université de Montréal; University of Alberta","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada; Australian Research Council; Groupe de recherche interuniversitaire en limnologie; Canada Research Chairs; Deakin University; Academy of Finland; Australian Government","keywords":"Hatching; Biology; Aquatic ecosystem; Ecology; Abiotic component; Predation; Stressor; Ecosystem; Zoology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008280338,0.0002786461,0.0003409107,0.0007945415,0.0006305655,0.0007673249,0.0004269156,0.0008126558,0.001471173],"category_scores_gemma":[0.001801571,0.0001972636,0.0005444003,0.0004985297,0.0009049269,0.0007018255,0.001108208,0.0007194648,0.000311047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008666464,"about_ca_system_score_gemma":0.0006222368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245288,"about_ca_topic_score_gemma":0.007180478,"domain_scores_codex":[0.9994082,0.0001291547,0.00007175505,0.0001493212,0.0001562525,0.00008523171],"domain_scores_gemma":[0.9984887,0.0004027316,0.0007417363,0.00006282931,0.0001936697,0.0001103096],"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":[0.0008804733,0.00009009415,0.3752605,0.01416915,0.0008266862,0.01341874,0.005870802,0.003114886,0.2692047,0.01416802,0.009467204,0.2935287],"study_design_scores_gemma":[0.00001809935,0.0005908074,0.8648714,0.001728873,0.000328889,0.005965418,0.002136301,0.0005693531,0.02217598,0.005218571,0.09627615,0.0001200311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6390278,0.3224076,0.009116094,0.004150798,0.0007826706,0.000115954,0.002010529,0.0002260143,0.02216243],"genre_scores_gemma":[0.8822762,0.1057867,0.004400093,0.001312591,0.0002118055,0.00005767107,0.001018558,0.00004774506,0.004888696],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003245288,"threshold_uncertainty_score":0.006452799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0797043768061618,"score_gpt":0.3335738728259909,"score_spread":0.2538694960198291,"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."}}