{"id":"W4398504684","doi":"10.7910/dvn/kldwd8","title":"Back-to-School Data","year":2022,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002379819,0.001183259,0.001069627,0.00432422,0.0009715294,0.002172259,0.002740057,0.001745469,0.1122438],"category_scores_gemma":[0.01972721,0.0005854805,0.0008340497,0.007787272,0.0003807293,0.001181817,0.002061834,0.002080154,0.1131701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848489,"about_ca_system_score_gemma":0.003346518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03331821,"about_ca_topic_score_gemma":0.05222511,"domain_scores_codex":[0.9974377,0.0005305734,0.000382502,0.0006532512,0.0006111514,0.0003846966],"domain_scores_gemma":[0.9911315,0.002294895,0.001057122,0.001753026,0.00297994,0.0007835111],"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":[0.00007936998,0.00006942336,0.004520384,0.0002694831,0.00002316431,0.00002571424,0.00005314003,0.000293067,0.00004331714,0.0008032185,0.9896728,0.004147064],"study_design_scores_gemma":[0.0002959269,0.00004045163,0.02155508,0.0003894269,0.00003023279,0.00005694343,0.0002764312,0.0005679128,0.0002663061,0.001648075,0.9748375,0.00003582185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005077454,0.00003319888,0.00009366012,0.0001037152,0.00002527209,0.00003373855,0.9976775,0.0001191197,0.001406041],"genre_scores_gemma":[0.001502438,0.00004235485,0.0003871929,0.00009484119,0.0000148099,0.0003131958,0.994777,0.00006030266,0.002807817],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1122438,"threshold_uncertainty_score":0.375493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488761137818271,"score_gpt":0.408332593769444,"score_spread":0.259456479987617,"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."}}