{"id":"W1519904257","doi":"","title":"Barriers, enablers, and strategies for success identified by undergraduate student parents","year":2015,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Thematic analysis; Psychology; Qualitative research; Order (exchange); Social psychology; Medical education; Sociology; Medicine; Business","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":[0.0006829324,0.00007372998,0.0001114109,0.00004203333,0.0006054122,0.0000783328,0.0004744745,0.00004667795,0.00002559857],"category_scores_gemma":[0.00004270561,0.00007498318,0.00004190285,0.0001672823,0.00046216,0.0005434127,0.0001039292,0.00005051446,0.000006861707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324967,"about_ca_system_score_gemma":0.0002503153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01788643,"about_ca_topic_score_gemma":0.007091993,"domain_scores_codex":[0.9990929,0.0001467166,0.00008056991,0.000155522,0.0003276324,0.0001966165],"domain_scores_gemma":[0.9993371,0.00008542251,0.000129819,0.0001443971,0.0001468224,0.0001564328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003946084,0.0004549066,0.1463489,0.0001492356,0.0004708332,0.000004371799,0.380003,0.000144138,0.02391168,0.1126105,0.3346217,0.0008860574],"study_design_scores_gemma":[0.00091283,0.00008121711,0.02954642,0.00001822043,0.0001216437,1.889987e-7,0.9197943,0.00005556959,0.0001330639,0.02271422,0.02644885,0.0001735013],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903727,0.0003571977,0.0006928004,0.004700695,0.0004295591,0.000387519,0.00004631663,0.00003222156,0.002980969],"genre_scores_gemma":[0.9969447,0.0002306101,0.00007961722,0.00003936723,0.00004648721,9.646906e-7,0.00002717402,0.000004651643,0.002626481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5397912,"threshold_uncertainty_score":0.9886535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092442260531835,"score_gpt":0.3122500905415734,"score_spread":0.2613256679362551,"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."}}