{"id":"W4381415231","doi":"10.1039/d3ja00165b","title":"Validation and expansion of sex determination method through analysis of human hair using electrothermal vaporization coupled to inductively coupled plasma optical emission spectrometry","year":2023,"lang":"en","type":"article","venue":"Journal of Analytical Atomic Spectrometry","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vaporization; Inductively coupled plasma; Inductively coupled plasma mass spectrometry; Chemistry; Hair analysis; Analytical Chemistry (journal); Chromatography; Plasma; Mass spectrometry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002206616,0.0007087032,0.0003552242,0.0008192081,0.0005091895,0.0005157834,0.0006769078,0.0008589064,0.001219565],"category_scores_gemma":[0.002605561,0.0003216941,0.0005015752,0.0004202782,0.0006679791,0.0002955167,0.000762735,0.0006842023,0.0007045611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015623,"about_ca_system_score_gemma":0.0008041438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203423,"about_ca_topic_score_gemma":0.003423499,"domain_scores_codex":[0.9971596,0.0005313734,0.0001233688,0.0007183126,0.001362109,0.0001052299],"domain_scores_gemma":[0.9989727,0.0002338856,0.00007017558,0.0001465585,0.000542881,0.00003391637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001025456,0.00007923177,0.00747018,0.0001531322,0.00004567997,0.0001103261,0.0002301276,0.0001697871,0.954003,0.0002831255,0.0002584767,0.03709424],"study_design_scores_gemma":[0.00003494695,0.001052202,0.03480664,0.00007468243,0.0001803488,0.001854147,0.0002285064,0.005237845,0.9375562,0.0007144584,0.01819823,0.00006161286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4594306,0.004105186,0.5280842,0.0004392736,0.0004130449,0.0009187742,0.001257955,0.000803143,0.004547725],"genre_scores_gemma":[0.6687019,0.002643695,0.3191089,0.0006799264,0.0001291104,0.0008540592,0.00110773,0.0002279312,0.006546744],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002206616,"threshold_uncertainty_score":0.01166981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223543319384731,"score_gpt":0.3276761661023485,"score_spread":0.3053218341638754,"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."}}