{"id":"W7132950662","doi":"","title":"The Relationship of the Socioeconomic Status of Participants in an Advanced Academic Skills Program with Their Motivations, Perceptions, and Academic Outcomes","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association for the Study of Adult Education; University of Toronto","funders":"","keywords":"Socioeconomic status; Academic achievement; Perception; Set (abstract data type); Student engagement; Study skills; Higher education; Academic skills","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":[0.001663359,0.0003760511,0.0005760302,0.0002444943,0.001206371,0.00008628343,0.0007070694,0.000464144,0.00006229497],"category_scores_gemma":[0.002075166,0.0002191237,0.0001287101,0.001007849,0.002088795,0.0003967522,0.0001185095,0.001971351,0.00001186058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912174,"about_ca_system_score_gemma":0.001788276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018395,"about_ca_topic_score_gemma":0.008720446,"domain_scores_codex":[0.9957042,0.001111445,0.001014064,0.0005610437,0.0006831904,0.0009260192],"domain_scores_gemma":[0.994566,0.003506839,0.0008677808,0.0004806237,0.0003623357,0.0002163897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003493861,0.00009421441,0.6844808,0.0001218568,0.00007890577,5.870956e-8,0.3082595,0.00008272858,0.0001199359,0.002597678,0.00005015326,0.004079141],"study_design_scores_gemma":[0.0002090314,0.00007532094,0.6444696,0.0003643277,0.00006529812,6.946104e-8,0.3528421,0.00004992667,0.00005080511,0.001242654,0.000485016,0.0001458787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861825,0.004318661,0.000001353692,0.00611793,0.0003667867,0.00262965,0.00003686448,0.00003697197,0.0003093172],"genre_scores_gemma":[0.9799628,0.01180022,0.0001137078,0.00002651181,0.00005510331,0.0008610006,0.00003780755,0.00004077079,0.007102104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04458256,"threshold_uncertainty_score":0.9278552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0651608043597809,"score_gpt":0.4937622817496841,"score_spread":0.4286014773899032,"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."}}