{"id":"W4406166537","doi":"10.53558/cxis2109","title":"Representing Contemporary Immigrant and BIPOC Experiences through USM�s Special Collections","year":2024,"lang":"en","type":"article","venue":"Maine policy review","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Sociology; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593386,0.00009239325,0.0001769493,0.00007479698,0.0007639467,0.000429407,0.0001553113,0.00003543582,0.0005832681],"category_scores_gemma":[0.0003482053,0.00007389711,0.00007663247,0.001655089,0.0003974642,0.001174043,0.00003907272,0.00008023586,0.00004396714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002617834,"about_ca_system_score_gemma":0.0007315564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004731093,"about_ca_topic_score_gemma":0.0002947669,"domain_scores_codex":[0.9988121,0.0001664745,0.0002629924,0.0002784754,0.0002482095,0.0002317243],"domain_scores_gemma":[0.9995996,0.0001068619,0.00005258738,0.0001226608,0.00002171913,0.00009657034],"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":[0.000003654852,0.00003680855,0.0005284434,0.0007703646,0.00002137238,0.00004025321,0.07175963,1.880615e-7,0.0000297858,0.3393983,0.5737033,0.01370795],"study_design_scores_gemma":[0.00003127682,0.00002289479,0.00005368953,0.0006937044,0.000007576993,0.000007956433,0.005979554,0.00000947541,0.00002979145,0.005546175,0.9875219,0.00009599039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008574937,0.1537249,0.00007980767,0.149077,0.0008751253,0.0008658306,0.00001274495,0.0002373352,0.6865523],"genre_scores_gemma":[0.7699835,0.156376,0.0003445758,0.00893427,0.009577397,0.0001784878,0.00001418924,0.00001793814,0.0545736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7614086,"threshold_uncertainty_score":0.7152029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08178942022088982,"score_gpt":0.3976587785062128,"score_spread":0.315869358285323,"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."}}