{"id":"W7160154075","doi":"10.18357/mmd71202522313","title":"Introduction","year":2025,"lang":"","type":"article","venue":"Migration Mobility & Displacement","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Carleton University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002712979,0.0002554305,0.000271957,0.0001319087,0.001451649,0.0003738511,0.0002846903,0.0002493643,0.003130533],"category_scores_gemma":[0.0003080198,0.0002682716,0.0001799132,0.0006720161,0.0005486395,0.0004008142,0.0001090291,0.0003848297,0.0002145109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005751915,"about_ca_system_score_gemma":0.0005668357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557425,"about_ca_topic_score_gemma":0.01274976,"domain_scores_codex":[0.9969363,0.0005952276,0.0006211572,0.0007639924,0.0006334471,0.0004498455],"domain_scores_gemma":[0.9986643,0.0001439614,0.000203677,0.0005761688,0.0002970392,0.0001148493],"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":[0.0002416348,0.00257841,0.003533402,0.0002674137,0.0002106292,9.801494e-7,0.02465087,0.0002116807,0.005882422,0.8617432,0.08076838,0.01991099],"study_design_scores_gemma":[0.0004144613,0.0001267623,0.007958834,0.00006208426,0.0001179373,1.261333e-7,0.008863798,0.0009335705,0.003360673,0.006817673,0.9710704,0.0002736421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6366633,0.001181517,0.01481058,0.2709256,0.007663317,0.002697202,0.00005717433,0.0001641738,0.0658372],"genre_scores_gemma":[0.9584748,0.0005875439,0.00007274417,0.0007917217,0.0008936047,0.0001216493,0.00004998952,0.000008357554,0.03899966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8903021,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615221517259698,"score_gpt":0.3327410153274458,"score_spread":0.3165888001548488,"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."}}