{"id":"W2728064862","doi":"","title":"An Evolutionary Model of the Boy's Quest, 1863-1901","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003159734,0.0001233991,0.0002462281,0.00003178343,0.0004278106,0.000007743753,0.0006427761,0.000266823,0.001002263],"category_scores_gemma":[0.0000538119,0.0001346458,0.0001440096,0.00007106905,0.0001690189,0.0004960284,0.00003897304,0.0001279646,0.000004181896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005091385,"about_ca_system_score_gemma":0.001296069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3510547,"about_ca_topic_score_gemma":0.486347,"domain_scores_codex":[0.9986615,0.0001781883,0.00009263893,0.0002181269,0.0006442408,0.0002052979],"domain_scores_gemma":[0.9989014,0.00001893515,0.0003009328,0.0003076314,0.0003181299,0.0001529482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002514112,0.000251956,0.001187122,0.0002147812,0.0001213338,0.000004576138,0.9287987,0.0008666178,0.002139032,0.01090364,0.01375699,0.04150383],"study_design_scores_gemma":[0.0004153899,0.00006960709,0.08719389,0.0002000434,0.0001797044,2.640098e-7,0.9037794,0.004881211,0.0000407582,0.001452602,0.001461179,0.0003259085],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.370559,0.001641579,0.000208736,0.0004828293,0.0008470661,0.0003268116,0.00004995871,0.00005415675,0.6258299],"genre_scores_gemma":[0.9389812,0.0004967265,0.00103058,0.00001273595,0.0001025485,1.597217e-7,0.00006657276,0.00001098051,0.0592985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5684222,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339060949435989,"score_gpt":0.3098266536172056,"score_spread":0.2764360441228457,"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."}}