{"id":"W2020728896","doi":"10.1007/s10750-008-9376-2","title":"Effects of increases in salinity on phytoplankton in the Broadwater of the Myall Lakes, NSW, Australia","year":2008,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"Australian Agency for International Development","keywords":"Salinity; Phytoplankton; Biology; Chlorophyll a; Plankton; Abundance (ecology); Bloom; Species richness; Ecology; Nutrient; Botany","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":[0.0003750207,0.0001140973,0.000211028,0.00002180775,0.00003540826,0.000002197755,0.0003664515,0.00009223703,0.0000843985],"category_scores_gemma":[0.00009269347,0.00005735576,0.0000521164,0.0002481928,0.0002252769,0.00003086775,0.00007708136,0.0001678057,0.00005128739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004476527,"about_ca_system_score_gemma":0.000008254784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003844591,"about_ca_topic_score_gemma":0.00341426,"domain_scores_codex":[0.998942,0.0003023136,0.0002866781,0.0001611953,0.0001306864,0.0001771441],"domain_scores_gemma":[0.9992636,0.000332494,0.0001059171,0.0002782343,0.000003195699,0.00001655305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000296036,0.0002282155,0.9867857,0.00004071814,0.000004170041,0.00001212756,0.0004015868,0.001317853,0.01051063,0.00009462966,0.0005344303,0.00004040372],"study_design_scores_gemma":[0.0003463994,0.0001259275,0.9895435,0.0000800343,0.000004568979,0.00001203531,0.00002104557,0.000342843,0.009038701,0.0001483514,0.0002561363,0.00008043344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985448,0.00001815442,0.000002420146,0.00002487121,0.00006344908,0.0003419537,0.00002014271,0.000004654683,0.0009796108],"genre_scores_gemma":[0.999726,0.00001183459,0.00002230272,0.00008620294,0.0000110683,0.00001516499,0.000008356045,0.00000396709,0.0001150986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002757893,"threshold_uncertainty_score":0.5811898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485478462470662,"score_gpt":0.2194475308167546,"score_spread":0.2045927461920479,"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."}}