{"id":"W7031560967","doi":"","title":"9781040121832.pdf","year":2024,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Ethnocentrism; Politics; Immigration policy; Human migration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000330886,0.000785967,0.0003960217,0.002542811,0.002541205,0.006728628,0.00118736,0.0009206683,0.5592883],"category_scores_gemma":[0.001168143,0.0003415486,0.0003639065,0.00769054,0.0006888651,0.001268373,0.001508457,0.00116651,0.380401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007121206,"about_ca_system_score_gemma":0.01146714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5606149,"about_ca_topic_score_gemma":0.6788262,"domain_scores_codex":[0.9994486,0.00001634944,0.00001100868,0.00003366944,0.000398672,0.00009180371],"domain_scores_gemma":[0.9989817,0.00006503497,0.00003176696,0.0000686114,0.0006378837,0.0002150191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009248985,0.00001447665,0.0002098017,0.00008199264,0.000001496316,0.00002686599,0.00006132889,0.0000728805,0.00017631,0.002395047,0.9156201,0.08133037],"study_design_scores_gemma":[9.35364e-7,0.000001908372,0.0006440749,0.00003020966,5.516906e-7,0.00001218763,0.00007802338,0.00002295113,0.00007876397,0.0001320263,0.9989952,0.000003145677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004624126,0.0008892121,0.0002286924,0.0006872084,0.0006094112,0.00004274662,0.01007703,0.0007981285,0.9862052],"genre_scores_gemma":[0.001144778,0.0007961374,0.0002274061,0.0001346179,0.00004613131,0.00001856333,0.004127408,0.0002534252,0.9932515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5606149,"threshold_uncertainty_score":0.8839455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168872368254096,"score_gpt":0.257005147252314,"score_spread":0.245316423569773,"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."}}