{"id":"W1542161424","doi":"10.1007/s10639-006-9020-6","title":"Eugene F. Provenzo, Jr., Arlene Brett, & Gary N. McCloskey. Computers, curriculum, and cultural change: An introduction for teachers","year":2006,"lang":"en","type":"article","venue":"Education and Information Technologies","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Curriculum; Educational technology; Sociology; Psychology; Media studies; Mathematics education; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041689,0.0001268315,0.0001123744,0.000304409,0.0005881033,0.0001915801,0.0001549447,0.0002548493,0.000009569599],"category_scores_gemma":[0.0002111324,0.000120392,0.00002308794,0.0003029953,0.0003476327,0.003107077,0.00003638561,0.0001402341,0.000007814863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002552,"about_ca_system_score_gemma":0.0000958942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006634087,"about_ca_topic_score_gemma":0.000183457,"domain_scores_codex":[0.9991924,0.00003225635,0.0002470548,0.0001858194,0.0001269445,0.000215553],"domain_scores_gemma":[0.9993436,0.00001945282,0.000180182,0.0001839122,0.0002367041,0.00003619403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000579224,0.000217095,0.009576904,0.00005556358,0.00001180231,1.479367e-8,0.02257358,0.000002363595,0.0001535525,0.2521873,0.06879666,0.6464193],"study_design_scores_gemma":[0.0002643128,0.00008742973,0.01495908,0.00001348703,0.00002137288,0.000009328871,0.1252756,0.00008668775,0.0007639001,0.02119975,0.8370556,0.0002633913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178196,0.001104494,0.002248911,0.0726975,0.00170777,0.001258914,0.00001092434,0.001437337,0.001714519],"genre_scores_gemma":[0.9866672,0.0005336992,0.01090492,0.0002255554,0.0005818491,0.0004159689,0.0003718906,0.000006125892,0.0002928373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.768259,"threshold_uncertainty_score":0.4909445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703490871163545,"score_gpt":0.3071416317573911,"score_spread":0.2901067230457557,"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."}}