{"id":"W2069899664","doi":"10.3149/thy.0301.178","title":"The Boy Crisis: Our Sons, Our Schools, Our Future","year":2009,"lang":"en","type":"article","venue":"Boyhood Studies","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girl; Quarter (Canadian coin); Phone; Power (physics); Political science; Psychology; History; Developmental psychology; Linguistics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002964045,0.0003997527,0.0007330354,0.0007136542,0.01638274,0.009001931,0.0009555489,0.002697513,0.01831028],"category_scores_gemma":[0.006673763,0.0003748419,0.0002356691,0.001150527,0.009309067,0.01088787,0.006095022,0.009336936,0.003149747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004668543,"about_ca_system_score_gemma":0.006495297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03261789,"about_ca_topic_score_gemma":0.04969641,"domain_scores_codex":[0.9967657,0.001658132,0.00007256307,0.0001453345,0.0006104817,0.0007476626],"domain_scores_gemma":[0.9950234,0.0005511977,0.000609668,0.0001022696,0.0007355733,0.002977987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001081983,0.0001676958,0.01846861,0.0002220803,0.00002489311,0.003593676,0.2287726,0.00004568443,0.0002940818,0.090962,0.6049285,0.05241199],"study_design_scores_gemma":[0.00001133031,0.00005201514,0.007750999,0.0005665287,0.00001125015,0.001539572,0.7021493,0.00005296482,0.0001322075,0.007178419,0.2805235,0.00003193778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09273279,0.03571202,0.000757238,0.7406656,0.005714749,0.00003175262,0.0001919911,0.0001025259,0.1240914],"genre_scores_gemma":[0.7744464,0.03791564,0.0007165938,0.0475604,0.002711334,0.0000984145,0.0001378533,0.0001837026,0.1362297],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03261789,"threshold_uncertainty_score":0.06485605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670667298124036,"score_gpt":0.3723175106845699,"score_spread":0.3256108377033295,"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."}}