{"id":"W2605812665","doi":"10.3389/conf.fmars.2015.03.00043","title":"Indigenous fish species in the modern ichthyofauna of the Balkhash basin","year":2015,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Minnow; Fauna; Fishery; Indigenous; Biology; Cyprinidae; Geography; Ecology; Fish <Actinopterygii>","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001835151,0.0001064768,0.0001372094,0.00005884797,0.0001191802,0.00003874555,0.001893755,0.00004162255,0.0001591239],"category_scores_gemma":[0.0003997436,0.00005334256,0.00003856271,0.001111996,0.002734773,0.0002122822,0.001632821,0.0002356705,0.00001440165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000286494,"about_ca_system_score_gemma":0.00004587615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005885042,"about_ca_topic_score_gemma":0.0002764843,"domain_scores_codex":[0.997904,0.0001342229,0.0002118207,0.0003131432,0.0009972224,0.0004395794],"domain_scores_gemma":[0.9993945,0.00005503018,0.000062122,0.0003940611,0.00000670078,0.00008757589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000015301,0.00009636978,0.9744338,0.000001604961,7.285342e-7,0.000004986916,0.001246207,0.000337432,0.001620112,0.00002717229,0.001700569,0.02051566],"study_design_scores_gemma":[0.0001852007,0.00007722885,0.9796991,0.000006416043,0.000001170774,0.000003445359,0.0005579729,0.0005523053,0.001648546,0.01018567,0.006997299,0.00008564587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625649,0.00001312638,0.00008353592,0.00119199,0.0002196388,0.0003053146,0.000004854547,0.000004992541,0.03561159],"genre_scores_gemma":[0.9948061,0.00004728815,0.002899539,0.0006489406,0.00001592025,0.0000156578,0.000001069537,0.000003235813,0.001562224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03404937,"threshold_uncertainty_score":0.9999792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281187717837391,"score_gpt":0.2453266919423512,"score_spread":0.2172079201586121,"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."}}