{"id":"W4285406944","doi":"10.53730/ijhs.v6ns5.9385","title":"Hydrogen isotope","year":2022,"lang":"en","type":"article","venue":"International Journal of Health Sciences","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Forensic science; Geolocation; Isotope analysis; Officer; Data science; Computer science; Ecology; Archaeology; Geography; Biology; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001101788,0.0007475551,0.0007351853,0.0020759,0.001463427,0.001648297,0.00183528,0.00166053,0.01877283],"category_scores_gemma":[0.00151318,0.0004015024,0.0005790513,0.003255603,0.0009721742,0.0025149,0.00179873,0.001479612,0.01044079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094458,"about_ca_system_score_gemma":0.0007904307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002793117,"about_ca_topic_score_gemma":0.002837006,"domain_scores_codex":[0.9989237,0.0001133169,0.00004917931,0.0003461202,0.000479998,0.00008761844],"domain_scores_gemma":[0.9994974,0.00007082861,0.00006237312,0.00009461343,0.0002394913,0.00003530503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001253314,0.0002550111,0.01742423,0.004078194,0.0003274442,0.00138258,0.000906041,0.003394702,0.2366586,0.1059576,0.1111193,0.5172429],"study_design_scores_gemma":[0.00004265829,0.0002295314,0.005446219,0.0003784893,0.0001132965,0.001559478,0.0003651305,0.003914726,0.09331085,0.01972163,0.8747782,0.0001397277],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1059248,0.1105984,0.2533367,0.005893442,0.01058669,0.0006645882,0.02641435,0.003913679,0.4826674],"genre_scores_gemma":[0.5929851,0.05076979,0.1223633,0.003745835,0.001772843,0.0006999299,0.01976415,0.001828508,0.2060706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01877283,"threshold_uncertainty_score":0.06280142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06321083358455293,"score_gpt":0.3462197611327095,"score_spread":0.2830089275481566,"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."}}