{"id":"W4413217841","doi":"10.54985/peeref.2508a2887591","title":"GC-MS Analysis of Decabromodiphenylethane (DBDPE) in Plastic Materials.","year":2025,"lang":"en","type":"article","venue":"","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"George Brown College","funders":"","keywords":"Computer science","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":[0.000173309,0.0003767564,0.0001226317,0.0006613636,0.0003312445,0.0001651604,0.000267467,0.0004923876,0.002694469],"category_scores_gemma":[0.0002677239,0.0001270576,0.0002069232,0.0003135579,0.0001680046,0.0003024182,0.0002616836,0.0002917383,0.0005592811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126873,"about_ca_system_score_gemma":0.0003367962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002449986,"about_ca_topic_score_gemma":0.003961545,"domain_scores_codex":[0.9998035,0.0000175515,0.000009523767,0.00005563884,0.0000771241,0.00003667367],"domain_scores_gemma":[0.9999206,0.0000249764,0.00001330623,0.000005479495,0.00002539501,0.00001017311],"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":[0.0001428241,0.00002072346,0.0007129344,0.0001148938,0.00001969445,0.0001070312,0.00002347453,0.0002491932,0.9916033,0.0001281779,0.0001673028,0.006710412],"study_design_scores_gemma":[0.000002789897,0.000104913,0.002640882,0.00001788398,0.00001191007,0.0002320754,0.00004533222,0.0009773105,0.9929345,0.00004389197,0.002981703,0.000006731725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658229,0.004777099,0.01585825,0.000190384,0.0001962136,0.0001461764,0.003494082,0.0002915306,0.009223283],"genre_scores_gemma":[0.9762431,0.002513101,0.01136462,0.0001785214,0.00002174938,0.00008941335,0.001276124,0.00003605914,0.008277159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002694469,"threshold_uncertainty_score":0.009013832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005704043135852303,"score_gpt":0.2388050058631573,"score_spread":0.233100962727305,"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."}}