{"id":"W7055310448","doi":"","title":"Contaminated Soils, Sedments, Water, and Energy, Vol 15","year":2010,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Univerza v Ljubljani; Albert Einstein College of Medicine, Yeshiva University; Universidad Autónoma del Estado de México; Health Canada; University of Ottawa","keywords":"Contamination; Raw material; Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004717348,0.001341769,0.0008064159,0.002889806,0.001271744,0.003855004,0.0009932767,0.001051724,0.03709477],"category_scores_gemma":[0.0006897144,0.0005697099,0.000940316,0.002964828,0.001487127,0.001323407,0.0009657067,0.001066414,0.01635673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183904,"about_ca_system_score_gemma":0.003067999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02148686,"about_ca_topic_score_gemma":0.08058736,"domain_scores_codex":[0.9995067,0.00003922419,0.0000296308,0.00004875379,0.0003443726,0.00003129516],"domain_scores_gemma":[0.9997023,0.00004415815,0.00002570559,0.00004899047,0.0001409818,0.0000378342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000249335,0.0004741612,0.007856854,0.0005912822,0.0001865495,0.0002129477,0.0002209203,0.001904933,0.003969422,0.01328045,0.6685391,0.302514],"study_design_scores_gemma":[0.000007461788,0.00007292597,0.007076146,0.0001726595,0.00004952092,0.0003142592,0.0002471375,0.0004187014,0.001877556,0.009245114,0.9805003,0.00001811888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01605737,0.2464731,0.003641085,0.01469301,0.03631579,0.000113274,0.001569871,0.0007279406,0.6804085],"genre_scores_gemma":[0.06094617,0.1317068,0.003433016,0.007290138,0.008928168,0.00008180903,0.001744297,0.0003461273,0.7855234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03709477,"threshold_uncertainty_score":0.1240944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006722978360992096,"score_gpt":0.1707501476469463,"score_spread":0.1640271692859542,"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."}}