{"id":"W4400816465","doi":"10.3102/2111005","title":"Promise Scholars: Postsecondary Access for Local, Low-Income, First-Generation Youth in Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Business; Political science","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":[0.001233703,0.0002294133,0.0004265895,0.001677006,0.01430997,0.004198235,0.00224539,0.001692579,0.01896394],"category_scores_gemma":[0.004350826,0.0002518554,0.0003730367,0.002246549,0.001922322,0.001655756,0.003949989,0.002468339,0.0009577711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09106621,"about_ca_system_score_gemma":0.3074586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965079,"about_ca_topic_score_gemma":0.9991334,"domain_scores_codex":[0.9981351,0.00009292166,0.00002445083,0.00008307009,0.0002414293,0.001423112],"domain_scores_gemma":[0.991612,0.0004131857,0.0002142153,0.0001032912,0.001683795,0.005973555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005626674,0.0006940622,0.4083566,0.0005909058,0.00005472232,0.001190198,0.03906154,0.0009499778,0.0008801977,0.04648968,0.3309356,0.170234],"study_design_scores_gemma":[0.0001688555,0.0002489674,0.5419322,0.0007956152,0.0001042702,0.0003111815,0.2178477,0.001570691,0.0008271483,0.004716275,0.2313635,0.0001136045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8300202,0.002567668,0.0004639732,0.07552828,0.0004400456,0.0002792741,0.01136448,0.0001633681,0.07917272],"genre_scores_gemma":[0.8948786,0.00176462,0.0006031093,0.007060405,0.0001100293,0.0001446802,0.002240473,0.00004645145,0.09315159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09106621,"threshold_uncertainty_score":0.6607347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05714291956685251,"score_gpt":0.3592405649143774,"score_spread":0.3020976453475249,"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."}}