{"id":"W4402728653","doi":"10.1080/01419870.2024.2404481","title":"Categories as learning practice: navigating contested belonging along transatlantic mobile trajectories","year":2024,"lang":"en","type":"article","venue":"Ethnic and Racial Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johannes Gutenberg-Universität Mainz; Max-Planck-Institut zur Erforschung Multireligiöser und Multiethnischer Gesellschaften; Deutsche Forschungsgemeinschaft","keywords":"Sociology; Political science; Gender studies","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":[0.006179709,0.0004666109,0.0003740312,0.002348643,0.0117125,0.01186916,0.001951704,0.002133791,0.003821897],"category_scores_gemma":[0.01143539,0.0002913848,0.0003516181,0.001548255,0.04163015,0.01158624,0.01239661,0.002647005,0.0004223295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005069978,"about_ca_system_score_gemma":0.004676198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182925,"about_ca_topic_score_gemma":0.01669492,"domain_scores_codex":[0.9928102,0.005435774,0.0001079961,0.0004483679,0.0004905348,0.0007070706],"domain_scores_gemma":[0.9943212,0.003027126,0.0006584222,0.0006166169,0.0004676708,0.0009088202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001496203,0.00001671835,0.002322932,0.0000313453,0.000003323965,0.0002727284,0.9310373,0.000113335,0.0002159773,0.057303,0.0002664943,0.008401767],"study_design_scores_gemma":[0.000003707795,0.00002873063,0.001155736,0.00008287581,0.000003215501,0.0001846172,0.9506474,0.0002900661,0.0001602791,0.02883695,0.01859365,0.0000127111],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8645148,0.0006581408,0.01874244,0.006194851,0.00008856374,0.0001020462,0.00003463661,0.00007128849,0.1095932],"genre_scores_gemma":[0.9953341,0.0001336484,0.001918808,0.00008739789,0.000006404,0.00002578192,0.00001283241,0.00001816713,0.002462883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186916,"threshold_uncertainty_score":0.03678536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041430800394869,"score_gpt":0.4093599394854434,"score_spread":0.3789456314814947,"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."}}