{"id":"W1997229389","doi":"10.1021/es011209v","title":"PCBs in Dungeness Crab Reflect Distinct Source Fingerprints among Harbor/Industrial Sites in British Columbia","year":2002,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Forensic Fingerprint Detection Methods","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Decapoda; Geography; Biology; Crustacean","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002139917,0.0001494823,0.0002906565,0.0005489392,0.0007962477,0.0002601852,0.0009645032,0.0004211325,0.001840671],"category_scores_gemma":[0.001288611,0.0002455996,0.00005374797,0.003116987,0.006726751,0.0004535861,0.0004108286,0.0006719033,0.0001023969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366901,"about_ca_system_score_gemma":0.00006364235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02118973,"about_ca_topic_score_gemma":0.2885425,"domain_scores_codex":[0.9968262,0.0002529826,0.0004203144,0.0008631315,0.0006732296,0.0009640986],"domain_scores_gemma":[0.9991904,0.0001175317,0.0001545646,0.0003833479,0.000008994957,0.0001451285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002839093,0.0001196007,0.8943935,0.000001224046,0.000001847812,0.00005348922,0.0007033467,0.00003844022,0.009330638,0.00003912123,0.00006747457,0.09524845],"study_design_scores_gemma":[0.0008618817,0.0001389322,0.9718893,0.00007939374,0.000007416625,0.00002305529,0.002944271,0.0009100644,0.004825089,0.001312307,0.01641432,0.0005939612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958141,0.0001033122,0.000106304,0.0004862046,0.0003637829,0.0004283666,0.000004440658,0.0001919484,0.002501499],"genre_scores_gemma":[0.9973078,0.00007319219,0.001018535,0.00004945124,0.00007147058,0.00006921536,7.890194e-7,0.00001828814,0.0013912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2673528,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431536037289474,"score_gpt":0.2655138187952674,"score_spread":0.2411984584223727,"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."}}