{"id":"W7020985251","doi":"","title":"Mosaics of Resistance: Political Identity Expression in Palestinian Youth Subcultures","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vision; Homeland; Politics; Expression (computer science); Geopolitics; Mosaic; Identity (music); Semiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.000241045,0.0001490969,0.0003604027,0.0002011849,0.000181605,0.00002395807,0.0003286707,0.0002978069,0.00002138783],"category_scores_gemma":[0.00007078669,0.0001616831,0.0001408471,0.0002905887,0.0002806162,0.0002444018,0.00006916517,0.0002319072,0.00001679406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015128,"about_ca_system_score_gemma":0.0001440016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08825058,"about_ca_topic_score_gemma":0.8068442,"domain_scores_codex":[0.9986595,0.0001126474,0.000149247,0.0002768053,0.0004760736,0.0003257145],"domain_scores_gemma":[0.9993967,0.00003125006,0.0001577246,0.0001427032,0.0001711337,0.0001004519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000147263,0.00007831785,0.01199625,0.0008199021,0.00004936683,0.00004627847,0.9499063,5.574503e-7,0.0008661202,0.03535666,0.0004033383,0.0003296406],"study_design_scores_gemma":[0.0002155023,0.0000216105,0.01231361,0.001010836,0.00008633605,6.644061e-8,0.9825102,8.014616e-7,0.0003412422,0.003004387,0.0003300438,0.0001653731],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856876,0.00187043,0.000001282535,0.0003024631,0.0004016166,0.0001740494,0.0001094539,0.00003348815,0.01141962],"genre_scores_gemma":[0.7154363,0.0002591026,0.000200099,0.000003916213,0.00005744369,2.517477e-7,0.0001377523,0.0000102786,0.2838948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7185936,"threshold_uncertainty_score":0.9178208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976143570903508,"score_gpt":0.2599058500771249,"score_spread":0.2401444143680898,"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."}}