{"id":"W28143805","doi":"10.2196/mhealth.6239","title":"Avaliação da qualidade da água no açude Belinzoni utilizando bioindicador Daphnia magna (Straus, 1820) associado ao IQA, Araranguá, SC","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daphnia magna; Biology; Chemistry; Toxicity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005603611,0.0002386125,0.0002859514,0.001061297,0.0004220381,0.0004751699,0.0002812111,0.0002349691,0.0008481422],"category_scores_gemma":[0.001018817,0.0002461265,0.0002318294,0.0008517251,0.0004084843,0.0002810318,0.0003657285,0.0002348327,0.0001219665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366609,"about_ca_system_score_gemma":0.0005264008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.122289,"about_ca_topic_score_gemma":0.2938997,"domain_scores_codex":[0.9996499,0.00008150007,0.00002252691,0.0001012127,0.00008613164,0.0000587444],"domain_scores_gemma":[0.999534,0.00007934353,0.0002038077,0.0000334574,0.0001058587,0.00004359025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229529,0.00007200336,0.9806868,0.00006645081,0.00006926212,0.00005277336,0.001194828,0.00008303286,0.00428863,0.00007904674,0.0001244089,0.01315983],"study_design_scores_gemma":[0.000003834739,0.00009984757,0.9984655,0.00001214522,0.00002885503,0.00003604829,0.0004512278,0.0001979059,0.0002455757,0.00002058596,0.0004353336,0.000003155288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972548,0.0003426657,0.0003838587,0.00004503964,0.000006648874,0.00002590359,0.0003540227,0.00001803725,0.001569034],"genre_scores_gemma":[0.9983938,0.0002263024,0.0006477416,0.00001458492,0.000002968211,0.00002542944,0.0001569571,0.000002350762,0.0005298478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122289,"threshold_uncertainty_score":0.2431544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06460298374674278,"score_gpt":0.3682281482104203,"score_spread":0.3036251644636775,"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."}}