{"id":"W4392434778","doi":"10.1016/j.tate.2024.104544","title":"There are many communities here: Teaching in complex rural geographies","year":2024,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Norges Forskningsråd","keywords":"Rurality; Vision; Globalization; Sociology; Phenomenon; Standardization; Corporate governance; Inclusion (mineral); Identity (music); Diversity (politics); Consolidation (business); Rural area; Political science; Economic growth; Economic geography; Gender studies; Geography; Anthropology; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002692995,0.0001484979,0.0001433639,0.0003052264,0.001862529,0.0004839508,0.000173862,0.0001145003,0.000153812],"category_scores_gemma":[0.00007142943,0.0001439203,0.00004913448,0.0001659864,0.0001609415,0.000372736,0.00002150388,0.001017521,0.0000172251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000300617,"about_ca_system_score_gemma":0.000466705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1729435,"about_ca_topic_score_gemma":0.02532889,"domain_scores_codex":[0.9978885,0.001245811,0.0001982999,0.000159057,0.0001891376,0.000319169],"domain_scores_gemma":[0.9994105,0.0002534793,0.00006374047,0.0001727344,0.00002099699,0.00007855382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006205217,0.0002864508,0.1587387,0.00007882618,0.00001593236,8.113789e-7,0.6379426,0.000004501292,0.0000239435,0.04511612,0.005922216,0.1518638],"study_design_scores_gemma":[0.00008174685,0.00002367817,0.1305753,0.000355362,0.00002284994,0.0000046693,0.7037024,0.0001976183,0.000001151085,0.006166761,0.1586251,0.00024332],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494419,0.003359439,0.00004728163,0.00501773,0.0006015502,0.0002214094,0.000004918374,0.0002090509,0.04109668],"genre_scores_gemma":[0.9936046,0.0002066313,0.0003304032,0.0002807253,0.0006520164,0.00003852044,0.0001095856,0.0000216126,0.004755917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527029,"threshold_uncertainty_score":0.9994369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084271637079043,"score_gpt":0.334118749557244,"score_spread":0.3032760331864536,"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."}}