{"id":"W7034687165","doi":"","title":"Variación de la calidad del agua del arroyo Chicamtoltina a través de su recorrido por dos ejidos urbanos","year":2021,"lang":"es","type":"article","venue":"Conicet","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Bay; Hydrology (agriculture); Fresh water","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000237276,0.0002549473,0.0003298711,0.000428175,0.0005528187,0.0006099176,0.0002797046,0.0002281318,0.001521684],"category_scores_gemma":[0.0002334159,0.0001753786,0.0003245766,0.0006447179,0.0003077172,0.000283665,0.0002515077,0.0003015766,0.0002093932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008379335,"about_ca_system_score_gemma":0.0004554357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05277348,"about_ca_topic_score_gemma":0.1125312,"domain_scores_codex":[0.9997562,0.00002431917,0.00001136999,0.0001020417,0.00006867861,0.0000374979],"domain_scores_gemma":[0.999668,0.00004205226,0.00009446774,0.00001951803,0.0001411305,0.00003485377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003255691,0.000179825,0.4223865,0.0002728002,0.0002117542,0.0003095975,0.002431007,0.001192471,0.5410549,0.0002721068,0.0002036321,0.02822972],"study_design_scores_gemma":[0.000009008952,0.0005709515,0.9713826,0.00001196064,0.00008015613,0.00006750737,0.001306386,0.0007582812,0.02368681,0.0000384238,0.002071504,0.0000164879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990174,0.00006383626,0.0001027882,0.000004741947,0.000001009829,0.00000520311,0.0001265043,0.000004028593,0.0006746448],"genre_scores_gemma":[0.9962462,0.0001255173,0.0004661038,0.000008382605,0.00000132627,0.00001722856,0.0002447611,0.000005939245,0.00288453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05277348,"threshold_uncertainty_score":0.1049326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718521768252482,"score_gpt":0.251586212509568,"score_spread":0.2344009948270432,"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."}}