{"id":"W3127754669","doi":"10.1080/09540253.2021.1884197","title":"(Dis)embodied masculinity and the meaning of (non)style in physics and computer engineering education","year":2021,"lang":"en","type":"article","venue":"Gender and Education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Masculinity; Embodied cognition; Transcendental number; Style (visual arts); Sociology; Rationality; Competence (human resources); Epistemology; Meaning (existential); Aesthetics; Gender studies; Psychology; Social psychology; Philosophy; Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199344,0.00003178828,0.00005740381,0.00001855997,0.0001051963,0.00003385379,0.00002123345,0.00002039714,0.000005581087],"category_scores_gemma":[0.00002315522,0.00002895643,0.000009066545,0.00008525616,0.00004731513,0.00009146471,0.00003057273,0.00003346313,2.747427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001825018,"about_ca_system_score_gemma":0.0002236192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004639445,"about_ca_topic_score_gemma":0.0001241717,"domain_scores_codex":[0.9997141,0.00003178256,0.00005485251,0.00007954339,0.00006444604,0.00005526047],"domain_scores_gemma":[0.9998274,0.00003913302,0.00001961847,0.00003503237,0.00005244075,0.00002637966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001854195,0.0001400034,0.2378686,0.000169237,0.00003327674,2.274303e-7,0.5346207,0.00002206146,0.0001340565,0.08526559,0.001339823,0.1403879],"study_design_scores_gemma":[0.0005862805,0.000004453803,0.9031052,0.00004209602,0.00003335839,0.000001561387,0.08421566,0.0007654376,0.0001955973,0.009219738,0.001698343,0.000132279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879179,0.000531974,0.0004905835,0.000379746,0.0003631579,0.00009123871,4.906992e-7,0.000005321198,0.01021958],"genre_scores_gemma":[0.9984756,0.000223244,0.0009945389,0.0000704502,0.0001401367,0.000002778788,0.00000595287,0.000001311692,0.00008596289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6652366,"threshold_uncertainty_score":0.1180809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373546606041477,"score_gpt":0.2595178395387042,"score_spread":0.2357823734782894,"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."}}