{"id":"W2140655007","doi":"10.1007/s10933-015-9841-7","title":"Littoral cladoceran community reassembly following the cessation of disturbance","year":2015,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; International Institute for Sustainable Development; University of Manitoba","funders":"","keywords":"Littoral zone; Ecology; Community structure; Cladocera; Environmental science; Biological dispersal; Branchiopoda; Biology; Zooplankton; Population; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251181,0.0000718389,0.0002202106,0.00002335023,0.00008163433,0.00000855035,0.0003695732,0.00006704355,0.00003617166],"category_scores_gemma":[0.0001733527,0.00004596066,0.00009254712,0.0001180277,0.0001170373,0.0001386102,0.00007039251,0.0003212602,0.00001659015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007950726,"about_ca_system_score_gemma":0.00002432423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002938207,"about_ca_topic_score_gemma":0.0008482684,"domain_scores_codex":[0.9987968,0.0003760033,0.0004081918,0.00004933858,0.0002438469,0.0001257782],"domain_scores_gemma":[0.9989939,0.0001653253,0.0005273854,0.0002159745,0.00003131185,0.00006604652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005546949,0.0000959872,0.9896258,0.00001216023,0.00004801029,0.00001321181,0.002983938,0.001339323,0.001068412,0.0006977062,0.00193039,0.002129567],"study_design_scores_gemma":[0.001484174,0.0008445688,0.9702867,0.00008355241,0.00009362756,0.0002690207,0.002628474,0.002390307,0.0004454002,0.01162636,0.009661258,0.0001865786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931378,0.0001962438,0.001393263,0.0004908642,0.0004894515,0.00005479918,0.000001988494,0.000003222987,0.004232378],"genre_scores_gemma":[0.9992401,0.00001195452,0.0004938326,0.00007054974,0.00006929123,9.007035e-7,0.000001113985,0.000004431998,0.0001078172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01933915,"threshold_uncertainty_score":0.1874222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041559801891144,"score_gpt":0.2637188273938233,"score_spread":0.2333032293749119,"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."}}