{"id":"W7029450457","doi":"","title":"IRC begins development of potential water quality forensics tool","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Point (geometry); Key (lock); Work (physics); Identification (biology); Context (archaeology)","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":[0.0173785,0.0008511839,0.0006936213,0.00370704,0.003997921,0.005678563,0.002997753,0.003135327,0.02648292],"category_scores_gemma":[0.01278161,0.0005064206,0.000844735,0.002009191,0.002451167,0.003983954,0.00399123,0.002393033,0.01084825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004322028,"about_ca_system_score_gemma":0.01592142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01970935,"about_ca_topic_score_gemma":0.03136526,"domain_scores_codex":[0.9923642,0.002059674,0.0003682989,0.0009559608,0.003549932,0.0007019886],"domain_scores_gemma":[0.9757632,0.003221582,0.001118749,0.002686353,0.01588377,0.001326404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002307646,0.000639076,0.0143245,0.0004499775,0.00004195295,0.0008446248,0.001847278,0.001302948,0.03176395,0.1075452,0.07517631,0.7658334],"study_design_scores_gemma":[0.00004340012,0.0004268017,0.009165297,0.0003852358,0.00004970868,0.0008474481,0.002019719,0.00524643,0.04480992,0.01586949,0.921002,0.0001344941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05792188,0.002967224,0.4421065,0.03616723,0.001746457,0.002491822,0.001725986,0.009164463,0.4457084],"genre_scores_gemma":[0.1899794,0.001830591,0.6054432,0.007178006,0.0004736741,0.0009595671,0.001969643,0.001112016,0.191054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02648292,"threshold_uncertainty_score":0.09190738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917165690614624,"score_gpt":0.2866254148626212,"score_spread":0.2674537579564749,"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."}}