{"id":"W2988138694","doi":"10.5376/ijms.2019.09.0005","title":"A Study of Occurrence of Planktons from Balochistan Waters","year":2019,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Species richness; Plankton; Fish <Actinopterygii>; Diversity index; Biology; Fishery; Ecology; Zooplankton; Geography; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005529106,0.00005513296,0.0001407085,0.00008977707,0.00002463001,0.00001478829,0.0009815199,0.00001202521,0.001249967],"category_scores_gemma":[0.00006443325,0.00004071786,0.00004233883,0.0001614482,0.000206887,0.0003121619,0.0006145547,0.00007042076,0.00004322292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005415,"about_ca_system_score_gemma":0.00004195391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557772,"about_ca_topic_score_gemma":0.0000991673,"domain_scores_codex":[0.9983411,0.00002216084,0.0003457536,0.0001250642,0.001080781,0.00008510705],"domain_scores_gemma":[0.9991934,0.00005350434,0.0004719723,0.0001162345,0.0001093966,0.00005549837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005647762,0.0002300455,0.9848287,0.000001354609,0.00002057876,0.00001365899,0.0009652444,0.0003035891,0.01121745,0.00002285963,0.0001733278,0.002166697],"study_design_scores_gemma":[0.0009684492,0.0005778415,0.9910926,0.00003783698,0.00001468933,0.00002497731,0.001882611,0.0004393865,0.004282111,0.0002538491,0.0003421586,0.00008347335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957757,0.000001526969,0.00005593296,0.00006964282,0.0006020211,0.00006868593,0.00003573463,0.000001363686,0.003389363],"genre_scores_gemma":[0.9991237,0.000002364714,0.0007886669,0.00001764067,0.00001331072,1.339468e-7,0.000001110676,8.772972e-7,0.00005222052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006935343,"threshold_uncertainty_score":0.9996631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048129688000585,"score_gpt":0.2344814808164022,"score_spread":0.2240001839363963,"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."}}