{"id":"W1574028129","doi":"10.1023/a:1004056715976","title":"Zooplankton community composition of lakes in the Yukon and Northwest Territories (Canada): relationship to physical and chemical limnology","year":2000,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tundra; Ecology; Taiga; Transect; Subarctic climate; Zooplankton; Abiotic component; Arctic; Bosmina; Biology; Daphnia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001578787,0.00006513233,0.0001152688,0.000007983377,0.00008458706,0.000006143079,0.0001013499,0.00004775773,0.00002340419],"category_scores_gemma":[0.00001580567,0.00004572683,0.000007879904,0.00007076019,0.0001571306,0.00003109137,0.00004140034,0.0001534306,0.000003363393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003235965,"about_ca_system_score_gemma":0.000005666019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1507574,"about_ca_topic_score_gemma":0.568587,"domain_scores_codex":[0.9994929,0.0001541004,0.0001174228,0.00009049093,0.00005208981,0.0000930094],"domain_scores_gemma":[0.999523,0.0002977136,0.0000292072,0.000124189,0.000001809667,0.00002407125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002135844,0.00005521459,0.9935935,0.00001025076,0.000002378345,0.000001425436,0.001496201,0.0003089586,0.003388033,0.0003706886,0.00006691238,0.0006851232],"study_design_scores_gemma":[0.0001209982,0.00009872392,0.9966789,0.00001448963,0.000004587475,0.00002000249,0.0001818636,0.00180429,0.0002398177,0.0004607445,0.0003029715,0.00007261839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988894,0.000009264987,0.000004268421,0.0001957835,0.00001639745,0.000113854,0.00005258926,0.000005002773,0.0007134437],"genre_scores_gemma":[0.9997407,0.000002757149,0.0000691836,0.00008703222,0.00001296734,0.000007075184,0.0000701363,0.000002083134,0.00000801908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4178296,"threshold_uncertainty_score":0.8548977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008430221715044223,"score_gpt":0.2067032087435537,"score_spread":0.1982729870285095,"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."}}