{"id":"W2328291380","doi":"10.3167/bhs.2015.080102","title":"Introduction","year":2015,"lang":"en","type":"article","venue":"Boyhood Studies","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Feminism; Newspaper; Premise; Competition (biology); Gender studies; Curriculum; Sociology; Psychology; Media studies; Pedagogy; Epistemology","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":[0.0004893742,0.00005822355,0.000119992,0.00003269505,0.000461541,0.0000374626,0.00007856142,0.00002192615,8.794019e-7],"category_scores_gemma":[0.0007305267,0.00005175808,0.00003137542,0.0001521497,0.00001421284,0.0001380495,0.00007631354,0.00004163045,0.0002239385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009094131,"about_ca_system_score_gemma":0.00005511829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005247599,"about_ca_topic_score_gemma":0.00297038,"domain_scores_codex":[0.9992576,0.00006617526,0.00009178421,0.0001369724,0.0002617546,0.0001857756],"domain_scores_gemma":[0.9995556,0.000002145027,0.00003078696,0.00008578296,0.0002641851,0.00006149941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000301806,0.00001793724,0.001978411,0.0000034328,0.0000710996,9.513896e-7,0.0405829,0.000002762624,0.000002966098,0.003731149,0.9525064,0.001098979],"study_design_scores_gemma":[0.0001007927,0.00002190177,0.001042345,0.00000179977,0.00001350317,2.809907e-7,0.7604173,3.290183e-7,0.00001163492,0.007205964,0.2311272,0.00005699111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07031889,0.0101983,0.00006040335,0.8964546,0.004000754,0.0002335436,0.000001898279,0.0002452968,0.01848631],"genre_scores_gemma":[0.9877585,0.001003251,0.0001242201,0.0001097439,0.002018714,0.00001183372,4.808133e-7,0.000003782646,0.008969527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9174396,"threshold_uncertainty_score":0.3549847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177334444431694,"score_gpt":0.3980161049588478,"score_spread":0.2206816605271538,"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."}}