{"id":"W4308878084","doi":"10.3167/ghs.2022.150305","title":"“Who Were You?”","year":2022,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"","keywords":"Transformative learning; Temporality; Interrogation; Gender studies; Sociology; Diversity (politics); Empathy; Field (mathematics); Psychology; Developmental psychology; Social psychology; Pedagogy; Epistemology; Anthropology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006224637,0.00009010823,0.0001896739,0.00004466054,0.001826523,0.0000180776,0.0002346756,0.00002538392,0.0003671833],"category_scores_gemma":[0.0002038645,0.0000870684,0.00006555729,0.000207099,0.0001762452,0.00005335291,0.0002417568,0.000152565,0.00006669862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097133,"about_ca_system_score_gemma":0.0001393747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001836986,"about_ca_topic_score_gemma":0.000507876,"domain_scores_codex":[0.9986543,0.0001652753,0.0001308611,0.0002029372,0.0004902118,0.0003564268],"domain_scores_gemma":[0.9995757,0.00009742339,0.00005170432,0.0001396581,0.00005578145,0.00007971114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001043009,0.00008549695,0.00728516,0.00001562872,0.0001617508,0.00002458996,0.7464274,0.000008285482,0.00003233361,0.0119169,0.2205171,0.01351496],"study_design_scores_gemma":[0.000145596,0.00004943461,0.001333535,0.000002398436,0.00001647736,7.533908e-7,0.4792852,3.922786e-7,0.00001580865,0.001785313,0.5172753,0.00008970739],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4357419,0.02149324,0.0000157595,0.02045535,0.0064809,0.0005737788,0.00004217965,0.0003777287,0.5148191],"genre_scores_gemma":[0.9652674,0.001450802,0.00004738212,0.0006826625,0.0004459621,0.00009296509,0.000002389528,0.000008800899,0.0320016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5295255,"threshold_uncertainty_score":0.999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08309670421096199,"score_gpt":0.3639827990135623,"score_spread":0.2808860948026004,"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."}}