{"id":"W4413546410","doi":"10.64628/aam.4muysgkku","title":"How high school educators can help girls resist Islamophobia","year":2019,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Islamophobia; Resist; Sociology; Political science; Psychology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003031989,0.0001381246,0.0002283538,0.0001365729,0.0004100243,0.0004098525,0.0005668591,0.0001316851,0.00572847],"category_scores_gemma":[0.003567991,0.0001237929,0.0000844012,0.0006215522,0.0003270822,0.0003551192,0.0001059709,0.0002703772,0.001465952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875418,"about_ca_system_score_gemma":0.001596316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136236,"about_ca_topic_score_gemma":0.007152914,"domain_scores_codex":[0.9963111,0.001310632,0.0001650064,0.000385802,0.0009644305,0.0008629735],"domain_scores_gemma":[0.9981201,0.0004776469,0.00006291445,0.0004510567,0.0001733486,0.000714934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009501091,0.0003417408,0.4223493,0.00009838027,0.0000966387,0.000024663,0.01050936,0.000003472092,0.02479847,0.3435169,0.1886748,0.009491232],"study_design_scores_gemma":[0.0007366714,0.0002333063,0.1758505,0.00005090481,0.00002645545,6.815986e-7,0.02914742,0.00002219869,0.02491429,0.009584935,0.7586659,0.000766675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8736987,0.00004812117,0.00004187015,0.01182283,0.0008124593,0.0004551217,0.00000580453,0.0001256723,0.1129895],"genre_scores_gemma":[0.8120497,0.0000310481,0.001501928,0.0004255567,0.0003675012,0.00003812128,0.000001379996,0.00001749877,0.1855672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5699911,"threshold_uncertainty_score":0.9993115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3177166533082846,"score_gpt":0.569089387285298,"score_spread":0.2513727339770134,"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."}}