{"id":"W4320517881","doi":"10.3998/mij.3772","title":"Book Review: Lopez, Lori Kido. &lt;i&gt;Micro Media Industries: Hmong American Media Innovation in the Diaspora&lt;/i&gt; (New Brunswick: Rutgers University Press, 2021)","year":2023,"lang":"en","type":"article","venue":"Media Industries","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Media studies; Political science; Art history; Art; Sociology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003228236,0.0003816416,0.0006411656,0.0005435437,0.0006642177,0.0001647386,0.001165641,0.0004904434,0.001289393],"category_scores_gemma":[0.007518818,0.0003556728,0.00009301357,0.007850631,0.001683443,0.00119469,0.0001665121,0.0009137676,0.0002072934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886906,"about_ca_system_score_gemma":0.004050198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01210447,"about_ca_topic_score_gemma":0.02832636,"domain_scores_codex":[0.9959854,0.0006920512,0.0008442431,0.0006156419,0.0009801163,0.0008825104],"domain_scores_gemma":[0.9959614,0.002140485,0.0006465057,0.000566755,0.0003811894,0.0003036644],"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":[0.00001922805,0.00003673059,0.007298242,0.00002784724,0.00002974867,0.00003247808,0.06308489,0.000009652773,0.0000296438,0.00206778,0.9185939,0.008769833],"study_design_scores_gemma":[0.0003555892,0.00002852334,0.01703243,0.0002890372,0.00006126894,8.363062e-7,0.02260815,0.000004446079,0.0003912728,0.00009182069,0.9587254,0.0004112268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6802981,0.085081,0.0001224684,0.1622411,0.007390162,0.005537758,0.0005024926,0.001048679,0.0577782],"genre_scores_gemma":[0.3448177,0.5632478,0.0001712387,0.0205148,0.01277202,0.000166771,0.003096682,0.0002243758,0.05498862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4781668,"threshold_uncertainty_score":0.9998896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475589755070597,"score_gpt":0.263814883633696,"score_spread":0.22905898608299,"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."}}