{"id":"W4294408702","doi":"10.29173/aar140","title":"Do we have a problem in rural educational research?","year":2022,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rural area; Rural history; Government (linguistics); Rural management; Rural sociology; Population; Curiosity; Sociology; Theme (computing); Economic growth; Political science; Psychology; Geography; Rural development; Law; Demography; Economics; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4376808,0.001541838,0.004789309,0.02265067,0.0158194,0.04308326,0.008954993,0.02812303,0.01132071],"category_scores_gemma":[0.6241435,0.003142925,0.003262426,0.03151039,0.09545346,0.0862778,0.01848972,0.04535573,0.008915866],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02417143,"about_ca_system_score_gemma":0.05966585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02019249,"about_ca_topic_score_gemma":0.02463792,"domain_scores_codex":[0.4434231,0.4263703,0.04084033,0.02394934,0.05897219,0.006444744],"domain_scores_gemma":[0.1381824,0.7185047,0.03046769,0.02625084,0.06944545,0.01714895],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001499574,0.0001717354,0.006475111,0.02256452,0.000411084,0.0006972526,0.08399956,0.0001724911,0.0003126002,0.224406,0.4834519,0.1771878],"study_design_scores_gemma":[0.0001175807,0.0002020337,0.003131602,0.04567683,0.0001393419,0.001550677,0.1027344,0.0002655805,0.0001330064,0.1637406,0.6820737,0.0002345756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005974283,0.1059502,0.003394934,0.8763269,0.01040291,0.00008069798,0.00007050393,0.00006215759,0.003114226],"genre_scores_gemma":[0.04254377,0.1304417,0.03333721,0.7591401,0.02894596,0.001367338,0.0002209829,0.000429917,0.003572896],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9758286,"threshold_uncertainty_score":0.6934397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09368855912461653,"score_gpt":0.4338521482317759,"score_spread":0.3401635891071593,"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."}}