{"id":"W4408981347","doi":"10.1007/s10750-025-05859-5","title":"Diatom biogeography of Tursujuq Park, Nunavik, Canada","year":2025,"lang":"es","type":"article","venue":"Hydrobiologia","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Natural Resources and Forestry; Canadian Museum of Nature; Center for Northern Studies","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biogeography; Ecology; Geography; Diatom; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002766547,0.0002429179,0.0003032115,0.001741683,0.002781556,0.001105089,0.0008621982,0.0002233567,0.002808411],"category_scores_gemma":[0.0005970406,0.0002438751,0.0002205973,0.00261258,0.00058415,0.0002897429,0.0006808395,0.0002999579,0.0002333865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571609,"about_ca_system_score_gemma":0.01934692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918441,"about_ca_topic_score_gemma":0.9984262,"domain_scores_codex":[0.999773,0.00001738725,0.00001618077,0.00004329736,0.0000514063,0.00009882221],"domain_scores_gemma":[0.9993541,0.00003918243,0.00006530252,0.00001908774,0.000383958,0.0001383805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003889722,0.00005895845,0.945878,0.0002236169,0.0001510069,0.0005824581,0.004858315,0.0009232668,0.00484489,0.0012827,0.004479283,0.03632859],"study_design_scores_gemma":[0.00001701514,0.00001942336,0.9899603,0.00007317253,0.000027951,0.0001570619,0.003552218,0.0006165304,0.0002440574,0.00005608252,0.005261037,0.00001522346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883049,0.001433458,0.0001865734,0.0002170383,0.00001310106,0.00005365264,0.002983232,0.00003962536,0.006768445],"genre_scores_gemma":[0.9901878,0.0006081766,0.000760393,0.00007500019,0.000002987918,0.00003153098,0.001366702,0.00001786804,0.00694963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571609,"threshold_uncertainty_score":0.1140288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007779034499597877,"score_gpt":0.1895880093782355,"score_spread":0.1818089748786376,"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."}}