{"id":"W4387087445","doi":"10.26507/paper.2929","title":"Presence of metals in a ferruginous hot spring in the Cundinamarca region, Colombia","year":2023,"lang":"en","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Arsenic; Strontium; Manganese; Hot spring; Spring (device); Metallurgy; Mercury (programming language); Zinc; Environmental chemistry; Environmental science; Nickel; Cadmium; Chemistry; Materials science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001064973,0.000447576,0.0003302009,0.001432073,0.001105834,0.0007859403,0.0003194679,0.0003685559,0.001089403],"category_scores_gemma":[0.0003820327,0.0001777857,0.0001579725,0.0009923403,0.0004842826,0.0002063331,0.0004504218,0.0001498527,0.0001004735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929262,"about_ca_system_score_gemma":0.0009995336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4230086,"about_ca_topic_score_gemma":0.619525,"domain_scores_codex":[0.9998327,0.00002136004,0.00001396734,0.00005051716,0.00003588316,0.0000455266],"domain_scores_gemma":[0.9997858,0.00003167427,0.00006150273,0.000008676762,0.00007079698,0.00004150512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000389871,0.0001459758,0.9110677,0.0008123557,0.00008214106,0.003986606,0.007983123,0.0003059345,0.04054827,0.000167539,0.001044739,0.03346574],"study_design_scores_gemma":[0.000005296024,0.00004647038,0.9933443,0.00002302281,0.0000150352,0.000336709,0.003463336,0.0001007348,0.0006166355,0.00002003393,0.002015407,0.00001295246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954657,0.001079247,0.0001437085,0.00007569628,0.00001440438,0.00004183389,0.0006946272,0.00001707647,0.002467763],"genre_scores_gemma":[0.9980793,0.0003523909,0.0003664469,0.00002810061,0.000005096102,0.00001667881,0.0003713353,0.000003638548,0.0007769553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4230086,"threshold_uncertainty_score":0.8410929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743644591971807,"score_gpt":0.2824228822698316,"score_spread":0.2649864363501135,"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."}}