{"id":"W2160520196","doi":"10.1111/j.1365-2729.2009.00328.x","title":"Characteristics of students assigned to technology‐based instruction","year":2009,"lang":"en","type":"article","venue":"Journal of Computer Assisted Learning","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; University of Toronto","funders":"Division of Mathematical Sciences","keywords":"Mathematics education; Dysfunctional family; Psychology; Class (philosophy); Educational technology; Test (biology); Academic achievement; Technology integration; Achievement test; Standardized test; Computer science","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":[0.0003378131,0.0001843226,0.0003809807,0.0008780002,0.0005680196,0.00118185,0.0003215206,0.0005435785,0.00422099],"category_scores_gemma":[0.003154387,0.0001520016,0.000287378,0.0005768604,0.000328735,0.0004252872,0.0006428892,0.0005840228,0.0007937741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754705,"about_ca_system_score_gemma":0.0003972199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705401,"about_ca_topic_score_gemma":0.00216974,"domain_scores_codex":[0.9994986,0.00006713957,0.00005590852,0.00008098585,0.0001514681,0.0001459249],"domain_scores_gemma":[0.9976512,0.0003718432,0.0006921076,0.0000819058,0.0003078878,0.0008951367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000164261,0.0008412296,0.9881358,0.00001446505,0.00001738288,0.0002071603,0.002214528,0.00007523428,0.001340741,0.00007273143,0.0001754792,0.006740894],"study_design_scores_gemma":[0.00001252729,0.0007068711,0.993508,0.00001045999,0.00001099268,0.0002143954,0.004123821,0.000299963,0.0003944577,0.0000670793,0.0006394431,0.00001209564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996185,0.00002023235,0.0000265528,0.00001685171,0.000003719424,0.000005856857,0.00003171566,0.000002059425,0.0002744653],"genre_scores_gemma":[0.9993725,0.00001675578,0.00002308928,0.00001346098,0.000002237897,0.00001169381,0.00005087121,0.000001332164,0.0005079417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00422099,"threshold_uncertainty_score":0.01412064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170910367215921,"score_gpt":0.3322036578336368,"score_spread":0.3151126211120447,"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."}}