{"id":"W4404282437","doi":"10.20533/iji.1742.4712.2024.0231","title":"Unpacking the Opportunity Costs of Summertime Programs in Canada: A Crucial Examination and Policy Implications on Education and Social Equity","year":2024,"lang":"en","type":"article","venue":"International Journal for Infonomics","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Unpacking; Equity (law); Social equality; Business; Economic growth; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008940444,0.00005523898,0.00007556583,0.0001827129,0.0002599873,0.0002580553,0.000173041,0.000037802,0.000006066034],"category_scores_gemma":[0.0002468984,0.00004793685,0.00002815236,0.0001138037,0.00008463834,0.0002079725,0.00003264886,0.0001154175,3.746601e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593042,"about_ca_system_score_gemma":0.007397822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4499842,"about_ca_topic_score_gemma":0.4994572,"domain_scores_codex":[0.9992729,0.00007656489,0.0002804604,0.00008112162,0.0001736437,0.0001153113],"domain_scores_gemma":[0.9992751,0.0002223717,0.0001548622,0.0000371827,0.0002412502,0.00006922606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007233141,0.00002760886,0.007679313,0.000007760704,0.00002046603,1.365899e-7,0.01324765,0.000003946082,0.00001385229,0.5055064,0.0007384404,0.4727472],"study_design_scores_gemma":[0.0006869077,0.00009258877,0.4522967,0.000440184,0.00003962982,0.00006649771,0.07998016,0.0006013453,0.00004865773,0.05226547,0.4131342,0.0003476274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587049,0.00009452327,0.00006093186,0.03578431,0.001311972,0.0002849481,0.00005187576,0.000005883134,0.003700675],"genre_scores_gemma":[0.9979204,0.0001412439,0.00003055273,0.0004636187,0.001250133,0.00003271329,0.00001297747,0.000005415303,0.0001429227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4723996,"threshold_uncertainty_score":0.9982293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473465909849417,"score_gpt":0.4493321515929927,"score_spread":0.301985560608051,"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."}}