{"id":"W4253752105","doi":"10.5040/9781350031869","title":"Understanding Experiences of First Generation University Students","year":2018,"lang":"en","type":"book","venue":"Bloomsbury Publishing Plc eBooks","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Intersectionality; Pedagogy; Ethnic group; Indigenous; Participatory action research; Higher education; Diversity (politics); Grandparent; Sociology; Political science; Narrative; Public relations; Gender studies; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004437821,0.0008324105,0.000982334,0.001417053,0.0154747,0.01602037,0.002530793,0.003885672,0.005629494],"category_scores_gemma":[0.006648415,0.0007232956,0.0006500091,0.001459637,0.01590964,0.008948596,0.01482619,0.007658674,0.001160285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004755642,"about_ca_system_score_gemma":0.003451302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009131711,"about_ca_topic_score_gemma":0.01250485,"domain_scores_codex":[0.9952566,0.002796672,0.000089981,0.0002870722,0.0005479442,0.001021828],"domain_scores_gemma":[0.99619,0.001480537,0.0003622733,0.0001452806,0.0004132168,0.00140867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008079542,0.00002328272,0.001180393,0.00003138104,0.000002734555,0.0003938098,0.9922633,0.0000155348,0.0001409557,0.001868799,0.001535623,0.002536139],"study_design_scores_gemma":[0.000001510281,0.00003289655,0.0007850776,0.00007150023,0.000003088499,0.0002936711,0.9810072,0.00002519341,0.00007379459,0.0004226364,0.01726996,0.00001354937],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954039,0.003254572,0.0009508569,0.008686275,0.0004503473,0.00006351548,0.00005121985,0.00006388593,0.03244027],"genre_scores_gemma":[0.979993,0.00186587,0.0003321837,0.002569042,0.0000565474,0.00006398025,0.00003442612,0.00004806572,0.01503687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602037,"threshold_uncertainty_score":0.03450477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726781554764587,"score_gpt":0.3315261715130392,"score_spread":0.1588480160365805,"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."}}