{"id":"W4405674476","doi":"10.18357/bigr61202420003","title":"Six Sides of Migration","year":2024,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Portrait; Immigration; Forced migration; Work (physics); Demographic economics; Sociology; Political science; Visual arts; Art; Law; Economics; Engineering; Refugee","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001586031,0.0004179767,0.0003071709,0.001288455,0.002798636,0.004505541,0.000478802,0.0016676,0.01402287],"category_scores_gemma":[0.001904787,0.0001914344,0.0004139758,0.001847157,0.003268757,0.004990237,0.004239763,0.002483141,0.0009800129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824299,"about_ca_system_score_gemma":0.003451766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005856953,"about_ca_topic_score_gemma":0.0105891,"domain_scores_codex":[0.9988059,0.0006134979,0.00007512058,0.0001143347,0.0002219699,0.0001691585],"domain_scores_gemma":[0.9993818,0.0002651685,0.00008601268,0.00004305047,0.000136397,0.00008758826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002035435,0.00002511576,0.002461216,0.004870485,0.0000431056,0.001239939,0.06817093,0.0001193326,0.001203703,0.3366226,0.08730795,0.497732],"study_design_scores_gemma":[0.000006552033,0.00002998986,0.003585394,0.004410427,0.00001956238,0.0005399099,0.04609093,0.00001963893,0.000236469,0.009493321,0.935555,0.00001293076],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03423329,0.5715783,0.002939773,0.06442555,0.008545625,0.0001169636,0.0002166982,0.00007092535,0.3178729],"genre_scores_gemma":[0.3362402,0.5734141,0.003357508,0.01287299,0.002081185,0.0002526454,0.0003267172,0.00006777571,0.07138678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01402287,"threshold_uncertainty_score":0.04691112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.374368309236106,"score_gpt":0.6482357935496832,"score_spread":0.2738674843135772,"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."}}