{"id":"W7029576859","doi":"","title":"Lacustrine Arcellinida (testate amoebae) as bio-indicators of arsenic contamination.","year":2016,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Northwest Territories; Environment and Climate Change Canada; Geological Survey of Canada; Carleton University","funders":"","keywords":"Arsenic; Sulfur; Yield (engineering); Carbon fibers","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001003686,0.0001947164,0.0004237195,0.001009334,0.0001721401,0.00001234787,0.000464584,0.0002727845,0.004252602],"category_scores_gemma":[0.00102184,0.0001399845,0.0002022175,0.001673633,0.001744535,0.0001681387,0.0004202513,0.0007466116,0.000481068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442269,"about_ca_system_score_gemma":0.0008861932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006219334,"about_ca_topic_score_gemma":0.000008575236,"domain_scores_codex":[0.9959815,0.0002134044,0.0003459126,0.0005262625,0.002043084,0.0008898159],"domain_scores_gemma":[0.9967518,0.0007815087,0.0001171317,0.0004975281,0.0007338495,0.001118166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007456151,0.006368877,0.2549366,0.001898584,0.001695277,0.01544711,0.0006977462,5.635945e-7,0.279243,0.07684973,0.1238911,0.2315152],"study_design_scores_gemma":[0.0129929,0.004216159,0.1251659,0.001328444,0.0001866548,0.00007970315,0.002899097,0.00002173579,0.339004,0.001889985,0.5114459,0.0007695378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487536,0.00002407125,0.0001341825,0.01632411,0.00003746688,0.0005223788,0.0000955913,0.00007747445,0.03403113],"genre_scores_gemma":[0.9220592,0.0009616024,0.0001004102,0.00004261061,0.00008664872,0.000002099103,0.00005678131,0.00002227028,0.0766684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3875548,"threshold_uncertainty_score":0.9966577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991626232593493,"score_gpt":0.3030146994871802,"score_spread":0.2830984371612453,"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."}}