{"id":"W7065408404","doi":"","title":"DIPL 2101 AA/AB Ethnopolitical Landscapes","year":2022,"lang":"en","type":"article","venue":"Seton Hall University eRepository (Seton Hall University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Pluralism (philosophy); Ethnic group; Salient; Multiculturalism; Cultural diversity","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":[],"consensus_categories":[],"category_scores_codex":[0.0003445512,0.0003489456,0.0001788943,0.001066846,0.0048992,0.00272091,0.0004847936,0.0005321778,0.1868112],"category_scores_gemma":[0.0004082597,0.0001847051,0.0001389997,0.00179276,0.0007724856,0.0006752029,0.00144245,0.0006245789,0.02401959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003521228,"about_ca_system_score_gemma":0.002199075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0867736,"about_ca_topic_score_gemma":0.2209047,"domain_scores_codex":[0.9997712,0.00005516344,0.000005401032,0.00002902499,0.00005117587,0.00008809874],"domain_scores_gemma":[0.9997911,0.00002822531,0.00001038129,0.00001548092,0.00007053257,0.00008428852],"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":[0.0001759351,0.0002401033,0.006767061,0.0002876339,0.0000052912,0.0009798061,0.009856679,0.0003037284,0.004184361,0.05678148,0.7332894,0.1871286],"study_design_scores_gemma":[0.000002020103,0.000008000507,0.003844914,0.00004919963,3.772249e-7,0.00007664663,0.003255975,0.00004625026,0.0001208908,0.0005580602,0.9920345,0.000003183222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02355175,0.001273339,0.0008304667,0.00152394,0.0006814959,0.0002560181,0.002568142,0.0001727629,0.9691421],"genre_scores_gemma":[0.06715302,0.001176847,0.001295488,0.000612737,0.000115773,0.0001558094,0.001184246,0.0001941933,0.928112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1868112,"threshold_uncertainty_score":0.6249457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007451583611337024,"score_gpt":0.1888165311317067,"score_spread":0.1813649475203696,"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."}}