{"id":"W4387449627","doi":"10.1080/17448727.2023.2260971","title":"Movers and Makers: Uncertainty, resilience, and migrant creativity in World’s of flux","year":2023,"lang":"en","type":"article","venue":"Sikh Formations","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Creativity; Resilience (materials science); Flux (metallurgy); Psychological resilience; Sociology; Political science; Psychology; Social psychology; Physics; Law; Materials science","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":[0.0002864778,0.00004151225,0.00008792437,0.0001380678,0.0002526703,0.0000227949,0.0000465463,0.00002141722,0.0000188422],"category_scores_gemma":[0.0001366194,0.0000386987,0.00001572123,0.0007156276,0.0002350535,0.0001669555,0.00003879365,0.00003951709,0.000008715411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001815639,"about_ca_system_score_gemma":0.00003628565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431401,"about_ca_topic_score_gemma":0.02068614,"domain_scores_codex":[0.9994927,0.00003682525,0.0001188819,0.00007180539,0.0001275167,0.0001522627],"domain_scores_gemma":[0.9996977,0.0001321205,0.00003978196,0.00005780509,0.00002812508,0.00004444858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003484617,0.00004889713,0.2810549,0.00008446175,0.00003864128,0.00000476453,0.5383534,0.000228622,0.00003663435,0.1262828,0.0137715,0.04006045],"study_design_scores_gemma":[0.0006442648,0.00003231534,0.6031283,0.00007537683,0.00001521516,4.393059e-7,0.2548916,0.001262105,0.00001666257,0.005999026,0.1337735,0.0001611592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8741981,0.00009310566,0.00001072508,0.002254247,0.00004550859,0.0001728488,0.00002387575,0.00003319512,0.1231684],"genre_scores_gemma":[0.9975431,0.00008591088,0.00004371622,0.0000482607,0.00001231817,0.00001325954,0.00000360274,0.000001687562,0.002248158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220734,"threshold_uncertainty_score":0.9971838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537120046394586,"score_gpt":0.311125636429322,"score_spread":0.2857544359653761,"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."}}