{"id":"W4399563142","doi":"10.1525/aft.2024.51.2.4","title":"On the Move","year":2024,"lang":"en","type":"article","venue":"Afterimage","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002645778,0.00003771686,0.00002885325,0.0000200575,0.0001716324,0.000196518,0.00008121195,0.00002571963,0.002224775],"category_scores_gemma":[0.0001012849,0.00002228481,0.00003285762,0.000107947,0.00006720945,0.0001470115,0.000005541138,0.00005867043,0.0007774677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000026627,"about_ca_system_score_gemma":0.00004641119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004105666,"about_ca_topic_score_gemma":0.001283223,"domain_scores_codex":[0.9995602,0.00006695091,0.00005504778,0.0000875261,0.0001431975,0.00008711285],"domain_scores_gemma":[0.999773,0.000094196,0.000007964641,0.00008471403,0.00001936619,0.00002074219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002907151,0.000007744407,0.0000171618,0.000002752386,0.000003973072,0.000002652947,0.0171769,1.985604e-7,0.001348982,0.842499,0.1329928,0.005944893],"study_design_scores_gemma":[0.00001712189,0.00002541256,0.0006985787,0.00002462675,0.000004048678,2.177225e-7,0.001807015,0.0002244458,0.0008790376,0.02784881,0.9684103,0.00006045604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3771479,0.0003985858,0.001166321,0.009423093,0.0008323208,0.0001966911,0.00000868442,0.0001690475,0.6106574],"genre_scores_gemma":[0.9774542,0.00005758944,0.00004265519,0.0009818081,0.0002797472,0.00001742272,0.000002726369,0.000004418436,0.02115946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8354174,"threshold_uncertainty_score":0.9993034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347140843509055,"score_gpt":0.3026576576362797,"score_spread":0.2891862492011891,"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."}}