{"id":"W4406776596","doi":"10.33137/ijidi.v8i3/4.43736","title":"Identity, Familia, and Belonging","year":2025,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Identity (music); Sociology; Genealogy; Psychology; Philosophy; History; Aesthetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003836491,0.0002440508,0.0003510979,0.001674301,0.01804973,0.005586873,0.0006241436,0.0008467154,0.00343507],"category_scores_gemma":[0.005096089,0.0001361622,0.0002229822,0.0009268033,0.01507506,0.003827379,0.006606903,0.001466734,0.0002935208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210003,"about_ca_system_score_gemma":0.002588635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888221,"about_ca_topic_score_gemma":0.01543716,"domain_scores_codex":[0.9962531,0.002402785,0.00009319474,0.0002020656,0.0003049136,0.000743846],"domain_scores_gemma":[0.9972302,0.0007534012,0.0004687952,0.0001671891,0.0002975788,0.00108286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004213836,0.0001046662,0.04840987,0.00005303193,0.00001432901,0.0007108503,0.8785808,0.00006122658,0.0003465934,0.03870542,0.00261962,0.03035149],"study_design_scores_gemma":[0.000004405919,0.0000545581,0.02079907,0.0001469636,0.000007683765,0.0004686987,0.9397802,0.00007188549,0.00009019462,0.006634951,0.03191686,0.00002447302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023594,0.00176366,0.0008596526,0.008207981,0.0001461478,0.00002096095,0.00002722287,0.00001862335,0.08659636],"genre_scores_gemma":[0.9976953,0.000355967,0.0001298119,0.0002927926,0.00001489782,0.00000574862,0.000005236784,0.000002911437,0.001497356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888221,"threshold_uncertainty_score":0.03754461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008125379198196177,"score_gpt":0.2857965124017044,"score_spread":0.2776711332035082,"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."}}