{"id":"W4283836782","doi":"10.24852/2411-7374.2022.2.4.11","title":"НАСЕЛЕНИЕ РЫБ МАЛЫХ РЕК БАССЕЙНОВ МЁШИ И КАЗАНКИ","year":2022,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Fish <Actinopterygii>; Phenology; Climate change; Biology; Fishery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001427257,0.001173067,0.001270972,0.0003127724,0.004075712,0.0002648961,0.001684847,0.0002971377,0.1220486],"category_scores_gemma":[0.0001231835,0.001157858,0.0006392588,0.001181539,0.0009420235,0.0005323366,0.001063231,0.001601745,0.01396081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668924,"about_ca_system_score_gemma":0.0002533587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007031374,"about_ca_topic_score_gemma":0.000763035,"domain_scores_codex":[0.9915298,0.0007675404,0.001351771,0.001785263,0.002310631,0.002254954],"domain_scores_gemma":[0.9967039,0.0005723702,0.0006053639,0.001267863,0.00003985843,0.000810704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006913568,0.001339689,0.557534,0.0003321216,0.001182127,0.0009876498,0.01095276,0.01836596,0.0002370836,0.001125826,0.2599761,0.1472752],"study_design_scores_gemma":[0.002015001,0.001801304,0.1782606,0.00007793756,0.0004281767,0.0002381529,0.01453246,0.008613166,0.000176828,0.001617896,0.7900487,0.002189802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6537965,0.05309002,0.000620048,0.01017894,0.01080405,0.002759009,0.003569323,0.0006526496,0.2645294],"genre_scores_gemma":[0.9415111,0.002120713,0.0006448867,0.00317945,0.001169432,0.00007993531,0.0008113484,0.00008455868,0.05039859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5300726,"threshold_uncertainty_score":0.9995809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462882733242432,"score_gpt":0.1679227637625879,"score_spread":0.1532939364301636,"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."}}