{"id":"W7011624995","doi":"","title":"Molecular Phylogeography and Species Discrimination of Freshwater &lt;em&gt;Cladophora&lt;/em&gt;\\n(Cladophorales, Chlorophyta) in North America","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Freshwater ecosystem; Phylogeography; Holarctic; Biogeography; Genus; Disjunct; Freshwater fish; Endemism","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":[0.0003370898,0.0001249847,0.0001557365,0.001281625,0.0005133812,0.0004471006,0.0002025029,0.0002225481,0.0009883577],"category_scores_gemma":[0.0005375852,0.0001853105,0.000189723,0.001349407,0.0005701556,0.0003072957,0.000408284,0.0002873369,0.000121077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005501678,"about_ca_system_score_gemma":0.0004090662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03754397,"about_ca_topic_score_gemma":0.08674032,"domain_scores_codex":[0.9997811,0.00004977495,0.00001100407,0.000095346,0.00002383923,0.00003898265],"domain_scores_gemma":[0.9996035,0.0001253946,0.0001223388,0.00002640292,0.00005802876,0.00006438886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249337,0.00002722439,0.9676881,0.00005054609,0.0001628831,0.0001864728,0.00363683,0.0005610997,0.0147172,0.0004740844,0.000387877,0.01198276],"study_design_scores_gemma":[0.0000017843,0.00000582143,0.9982127,0.00001087591,0.00001075701,0.00005546413,0.0007463807,0.0003216924,0.00007850872,0.00003270315,0.0005205017,0.000002889787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999247,0.0001184683,0.00007275487,0.00002813054,9.781119e-7,0.000001887679,0.00009613951,0.000001709238,0.0004330284],"genre_scores_gemma":[0.9992877,0.0001201299,0.0001729341,0.00002130253,0.000001219873,0.000004556885,0.000248966,0.000001854941,0.0001413724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03754397,"threshold_uncertainty_score":0.07465088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008430094926933682,"score_gpt":0.1877069618128145,"score_spread":0.1792768668858808,"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."}}