{"id":"W7097638754","doi":"","title":"TITLE Educational Aspirations, What Matters? A Literature Review. INS'r:TJTION Toronto Board of Education (Ontario). Research","year":2016,"lang":"en","type":"article","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Educational research; Higher education; Research methodology","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":[0.003600581,0.000621484,0.001752719,0.01077519,0.001557348,0.00478742,0.001390339,0.00135331,0.0167733],"category_scores_gemma":[0.009481637,0.0005467638,0.0005583006,0.02138602,0.001565983,0.003143593,0.001076637,0.001387513,0.002832077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01583726,"about_ca_system_score_gemma":0.04559584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4475721,"about_ca_topic_score_gemma":0.6463583,"domain_scores_codex":[0.9979289,0.000501558,0.0004554518,0.0002114877,0.0007120623,0.0001904216],"domain_scores_gemma":[0.9907671,0.003361042,0.001447264,0.0001130886,0.003619113,0.0006924443],"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":[0.000228485,0.00007010184,0.007864492,0.1482612,0.000223809,0.000565055,0.003720823,0.0001269341,0.0003085065,0.006070605,0.4679553,0.3646047],"study_design_scores_gemma":[0.00003934096,0.00006411994,0.06075524,0.1801537,0.0003234419,0.0006366068,0.005621524,0.00004302715,0.00009786861,0.001256013,0.7509719,0.00003718342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000342689,0.9910378,0.00002425143,0.004486115,0.0005632287,0.00002824242,0.0006359072,0.000005640623,0.002876102],"genre_scores_gemma":[0.008126077,0.9843224,0.0001860693,0.001769421,0.0003305203,0.00007820759,0.0007746943,0.000008267787,0.004404236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5524279,"threshold_uncertainty_score":0.8899338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141740954519923,"score_gpt":0.5134853834781158,"score_spread":0.2993112880261235,"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."}}