{"id":"W4283316468","doi":"10.26529/cepsj.1288","title":"Textbooks and Teaching Materials in Rural Schools: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Center for Educational Policy Studies Journal","topic":"Education in Rural Contexts","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Victoria","keywords":"Inclusion (mineral); Scopus; Relevance (law); Mathematics education; Inclusion and exclusion criteria; Pedagogy; Sociology; Psychology; Political science; Social science; Medicine; MEDLINE; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01363573,0.001180548,0.005320796,0.01914327,0.0008977798,0.003559953,0.002243743,0.001858595,0.006525039],"category_scores_gemma":[0.05463414,0.00115438,0.003546692,0.02146301,0.001410071,0.004196354,0.00264162,0.001343754,0.0007072823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00460328,"about_ca_system_score_gemma":0.01796006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051232,"about_ca_topic_score_gemma":0.01333566,"domain_scores_codex":[0.9822678,0.00679936,0.005760686,0.0009324172,0.003800405,0.0004393913],"domain_scores_gemma":[0.9361166,0.04800324,0.009590884,0.0009287399,0.004573336,0.0007871412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001225504,0.00006074233,0.0008526549,0.9120506,0.0009858556,0.0002047512,0.001432568,0.00005128983,0.000163202,0.0003763023,0.001866793,0.08183269],"study_design_scores_gemma":[0.0001534273,0.0002596899,0.00418036,0.9482416,0.005684597,0.0006447568,0.002498874,0.00003315391,0.0001848071,0.0002235708,0.03786472,0.00003055118],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003939983,0.9929602,0.0003061555,0.0003641555,0.0001961667,0.000838679,0.0005478275,0.00001191902,0.0008349449],"genre_scores_gemma":[0.0210903,0.9749521,0.00150857,0.0004487842,0.00007410369,0.001289248,0.0004085405,0.00000990179,0.0002183094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01914327,"threshold_uncertainty_score":0.07211345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619354464926739,"score_gpt":0.5298328238050543,"score_spread":0.3678973773123804,"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."}}