{"id":"W4385242767","doi":"10.11159/rtese23.165","title":"Chlorine Demand In Bicarbonated And Ferruginous Hot Springs In The Cundinamarca Region, Colombia","year":2023,"lang":"en","type":"article","venue":"Proceedings of the International Conference of Recent Trends in Environmental Science and Engineering","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Geology; Chlorine; Geochemistry; Earth science; Metallurgy; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0008684564,0.00009665368,0.0001091979,0.0002523662,0.0000356963,0.00003943555,0.0005606697,0.00002509336,0.00005188496],"category_scores_gemma":[0.00005346801,0.00006930521,0.0000149134,0.0008537551,0.0003768029,0.0002626608,0.0005569533,0.0001197453,9.401292e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157688,"about_ca_system_score_gemma":0.000002912701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531633,"about_ca_topic_score_gemma":0.00006764633,"domain_scores_codex":[0.9988282,0.000004890037,0.0002225273,0.0002380155,0.0005042195,0.000202182],"domain_scores_gemma":[0.9998098,0.00002031484,0.00007443205,0.00006170311,0.000005464199,0.0000283024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002882889,0.00006728953,0.9265775,0.00001677523,0.000003785714,0.000002791155,0.002217704,0.0007541415,0.06056535,0.0009913435,0.0000340616,0.008740399],"study_design_scores_gemma":[0.000269605,0.00002458575,0.9811888,0.00004766439,0.000002429902,0.000004284074,0.0006750685,0.01343639,0.00341686,0.0002164014,0.0006368475,0.00008104771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952825,0.00001030005,6.533068e-7,0.001404776,0.00004528282,0.0001025529,0.000001301642,0.000006708085,0.003145913],"genre_scores_gemma":[0.9995209,0.0003194713,0.0000335799,0.00002314011,0.00000476541,0.00001271579,0.000001041554,0.000003795567,0.00008059927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05714849,"threshold_uncertainty_score":0.2826184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177493979670565,"score_gpt":0.2336239231627277,"score_spread":0.201848983366022,"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."}}