{"id":"W37179764","doi":"10.1017/ash.2023.155","title":"Improving Rural K-12 Teachers' Use of Technology for Instruction and Student Learning.","year":2010,"lang":"en","type":"book-chapter","venue":"ProQuest LLC eBooks","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Educational technology; Computer science; Pedagogy; Psychology","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":[0.0003113894,0.000169789,0.0002352141,0.0003564358,0.0003508225,0.00005834585,0.0001690653,0.001082295,0.0000274571],"category_scores_gemma":[0.0003528243,0.0001704955,0.00005983292,0.0000168206,0.0008788524,0.0000917319,0.00005458131,0.0008200826,0.000003364969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009044007,"about_ca_system_score_gemma":0.000219073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003809606,"about_ca_topic_score_gemma":0.002774176,"domain_scores_codex":[0.9991195,0.00002206758,0.0002769315,0.0002414499,0.0001602579,0.0001798593],"domain_scores_gemma":[0.999051,0.00006604393,0.0004069453,0.0001758217,0.0002538073,0.00004638693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009251194,0.00001369585,0.002663604,0.00002778884,0.00003330459,3.185583e-7,0.005373431,3.869588e-8,0.002013633,0.7285594,0.00003091322,0.2612746],"study_design_scores_gemma":[0.0004771376,0.0003329951,0.0001884979,0.0001719966,0.0001309686,0.000008297015,0.00751873,0.000006628172,0.004061544,0.07485502,0.9118453,0.000402836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4062734,0.0004292875,0.001139281,0.003625496,0.002960886,0.005492026,0.00003109639,0.00155844,0.5784901],"genre_scores_gemma":[0.4248432,0.0001121912,0.007137277,0.00005095259,0.0003632655,0.0002246575,0.00002897581,0.00006070818,0.5671788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9118145,"threshold_uncertainty_score":0.8347653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286273872021232,"score_gpt":0.3022415718492515,"score_spread":0.2793788331290392,"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."}}