{"id":"W2002124956","doi":"10.1007/s11211-014-0229-z","title":"Predicting Protests by Disadvantaged Skilled Immigrants: A Test of an Integrated Social Identity, Relative Deprivation, Collective Efficacy (SIRDE) Model","year":2014,"lang":"en","type":"article","venue":"Social Justice Research","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Relative deprivation; Collective efficacy; Social psychology; Psychology; Anger; Disadvantaged; Collective identity; Resentment; Immigration; Social identity theory; Identity (music); Structural equation modeling; Demographic economics; Politics; Political science; Social group; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005453854,0.0002234265,0.0004789845,0.0002694904,0.004447096,0.0001753799,0.0008519372,0.0005148984,0.00008420162],"category_scores_gemma":[0.02112674,0.0002312977,0.00016481,0.002417939,0.002042172,0.001041112,0.0001934764,0.001148744,0.0000319533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007299197,"about_ca_system_score_gemma":0.0008720619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007222285,"about_ca_topic_score_gemma":0.007001275,"domain_scores_codex":[0.9930303,0.003192701,0.0005805368,0.0005970309,0.001639439,0.0009600152],"domain_scores_gemma":[0.9944676,0.002867233,0.0003172438,0.0001768122,0.001959197,0.0002118703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001158131,0.004282134,0.01693715,0.000222228,0.0003523618,0.000007390197,0.7706932,0.0000328249,0.02443727,0.1374288,0.02212919,0.02231928],"study_design_scores_gemma":[0.01185068,0.002969104,0.1188679,0.0003982147,0.000724329,0.00000266718,0.605747,0.01900082,0.001896108,0.2313553,0.005183344,0.002004442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491067,0.00003440983,0.007027937,0.002608543,0.0002945017,0.001714543,0.0001050065,0.0001930062,0.03891536],"genre_scores_gemma":[0.9953572,0.00002986302,0.0003801484,0.00009972414,0.001092114,0.0001614525,0.00004636837,0.0000444991,0.002788623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649462,"threshold_uncertainty_score":0.9993887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05829929116332359,"score_gpt":0.4499538787447578,"score_spread":0.3916545875814342,"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."}}