{"id":"W2153867084","doi":"10.11646/phytotaxa.192.3.1","title":"Some species of Oedogoniales (Chlorophyceae) from small astatic water bodies in the post-agricultural landscape (Masurian Landscape Park, NE Poland)","year":2015,"lang":"en","type":"article","venue":"Phytotaxa","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beef Cattle Research Council","keywords":"Biology; Epiphyte; Chlorophyceae; Algae; Flora (microbiology); Botany; Ecology; Eutrophication; Chlorophyta","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001563269,0.0002655899,0.0002216099,0.001239115,0.0008089434,0.0003876793,0.0002214141,0.0001807726,0.0004839771],"category_scores_gemma":[0.0002150197,0.0001759018,0.0001739489,0.0008462044,0.0004167219,0.0003578823,0.0008383588,0.0002099692,0.0001024477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001944472,"about_ca_system_score_gemma":0.0002422181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003817547,"about_ca_topic_score_gemma":0.01565226,"domain_scores_codex":[0.9998485,0.000009525922,0.00001596013,0.00005693661,0.00003623186,0.00003284239],"domain_scores_gemma":[0.9998294,0.00002278521,0.00006542611,0.00001751073,0.00002489802,0.00003992459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000337586,0.00007768459,0.747946,0.0003092969,0.00005198152,0.001273393,0.01088113,0.0001059359,0.1887781,0.0001109863,0.00009062461,0.05003725],"study_design_scores_gemma":[0.000005531243,0.0001097898,0.9929515,0.00001005629,0.00001514601,0.0009649379,0.001972039,0.00003373302,0.00162361,0.00002663902,0.002280257,0.000006816242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992862,0.0001216314,0.000121388,0.00000421686,0.000001583979,0.000007074374,0.0000586571,0.000002204638,0.0003972189],"genre_scores_gemma":[0.9982722,0.000243147,0.0006664213,0.00001431947,0.000002186167,0.00001233242,0.0002545067,0.000002226718,0.0005326123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003817547,"threshold_uncertainty_score":0.007590652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559011649324448,"score_gpt":0.2008366904243464,"score_spread":0.1652465739311019,"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."}}