{"id":"W1981090398","doi":"10.1007/s00027-011-0244-1","title":"Carbon quantity defines productivity while its quality defines community composition of bacterioplankton in subarctic ponds","year":2011,"lang":"en","type":"article","venue":"Aquatic Sciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Societas pro Fauna et Flora Fennica","keywords":"Bacterioplankton; Subarctic climate; Dissolved organic carbon; Environmental science; Biomass (ecology); Productivity; Spring (device); Water quality; Ecology; Environmental chemistry; Biology; Nutrient; Chemistry; Phytoplankton","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":[0.0003036752,0.0002242384,0.0004263684,0.0009236786,0.0006047454,0.000801141,0.0002326873,0.0002419279,0.0007186685],"category_scores_gemma":[0.0009192239,0.0002657553,0.0002605849,0.000901924,0.0009074018,0.0006940488,0.0008165766,0.0002373993,0.0001902484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009170627,"about_ca_system_score_gemma":0.0005692803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155832,"about_ca_topic_score_gemma":0.03309357,"domain_scores_codex":[0.9998378,0.00002570147,0.00001839171,0.00005171619,0.00003674698,0.00002968848],"domain_scores_gemma":[0.9990993,0.0002041835,0.0003105171,0.00004986582,0.0001541449,0.0001820544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005069805,0.00003432406,0.9264449,0.00005659156,0.00008623687,0.00007149691,0.0003677779,0.0006299409,0.06773295,0.0001195821,0.00003691094,0.003912202],"study_design_scores_gemma":[0.000001859124,0.00003342461,0.997772,0.000001943572,0.00001275932,0.00003524684,0.0001583168,0.0002938698,0.001581133,0.00004742687,0.00005975369,0.000002288008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994773,0.0001272451,0.0001108052,0.000006100211,9.594678e-7,9.343939e-7,0.00004999905,0.000002735303,0.0002238867],"genre_scores_gemma":[0.9994591,0.00008400426,0.0001334201,0.00000939498,0.000001952359,0.00000197355,0.00009220953,0.000003172486,0.0002147691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02155832,"threshold_uncertainty_score":0.04286563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041261723205946,"score_gpt":0.2622053345464174,"score_spread":0.1580791622258228,"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."}}