{"id":"W6969289900","doi":"10.5683/sp3/2zjtgs","title":"Basal dietary resources and dietary niche of the keystone grazer, Daphnia pulex, in an abandoned, meromictic mining lake [Quebec, Canada, 2024]","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Daphnia pulex; Daphnia; Niche; Pulex; Hypolimnion; Population; Abiotic component; Organic matter","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006420665,0.000774182,0.0006675272,0.002183459,0.0012537,0.001018345,0.001696767,0.0007570541,0.009178062],"category_scores_gemma":[0.001194476,0.0004351219,0.0004978675,0.005645797,0.0003759929,0.0003654233,0.0008364963,0.0005892712,0.003589273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008725775,"about_ca_system_score_gemma":0.007078416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9459374,"about_ca_topic_score_gemma":0.9778183,"domain_scores_codex":[0.9996797,0.00002409131,0.00002511544,0.0001167994,0.0000676846,0.00008656052],"domain_scores_gemma":[0.998816,0.00008359405,0.0002029946,0.0001090135,0.0006201188,0.0001682796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004062029,0.0001084754,0.3192931,0.001568914,0.0005386001,0.0002692268,0.0009548472,0.002504896,0.001451287,0.0008897167,0.6521244,0.0198904],"study_design_scores_gemma":[0.0001516295,0.00002413207,0.8434159,0.0004082697,0.0001201003,0.0001151274,0.0007825019,0.001257007,0.0004054933,0.0002233019,0.1530213,0.0000752448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01752019,0.0001686646,0.00009328439,0.00005907014,0.00000665005,0.00001753884,0.9812822,0.00007108576,0.0007813609],"genre_scores_gemma":[0.03907521,0.0001648233,0.0007313947,0.00006955019,0.000005135951,0.0001311004,0.9579537,0.00003634719,0.0018326],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0540626,"threshold_uncertainty_score":0.1087619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561585581269366,"score_gpt":0.2486363246639812,"score_spread":0.2330204688512875,"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."}}