{"id":"W2568571354","doi":"10.1111/1745-5871.12209","title":"Contested geographies: competing constructions of community and efficiency in small school debates","year":2017,"lang":"en","type":"article","venue":"Geographical Research","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Community College","funders":"","keywords":"Politics; Space (punctuation); Consolidation (business); Sociology; Closure (psychology); Irrational number; Corporate governance; Political economy; Political science; Gender studies; Law; Management","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00843651,0.00007780616,0.0001745076,0.0006334334,0.006109074,0.0002618589,0.0005865928,0.0001475534,0.00007844924],"category_scores_gemma":[0.006004158,0.00007618873,0.00005249858,0.0008066758,0.004543781,0.0001253004,0.0001377281,0.001014896,0.000004465872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005239474,"about_ca_system_score_gemma":0.000685892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.237429,"about_ca_topic_score_gemma":0.1324372,"domain_scores_codex":[0.9971454,0.001481934,0.0002520981,0.0001502469,0.0003956067,0.0005747767],"domain_scores_gemma":[0.996425,0.002285294,0.0001020442,0.0004173387,0.0005430633,0.0002272533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002896736,0.0002035184,0.961453,0.00003503766,0.0000100702,0.000001240286,0.0151804,0.000003087158,0.0001736168,0.01901121,0.00002058853,0.003879265],"study_design_scores_gemma":[0.000449857,0.0001449658,0.9193372,0.0001323485,0.000005667138,0.000001540305,0.06355153,0.00003475292,0.00009908355,0.01512418,0.0009968629,0.0001219852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872719,0.0002381609,0.00001109043,0.00156934,0.00008618386,0.0003657153,0.000009791347,0.00001936187,0.01042847],"genre_scores_gemma":[0.9992393,0.0005023147,0.0001199438,0.00001915812,0.00004549642,0.00002110582,0.000005313815,0.00000523629,0.0000421225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049917,"threshold_uncertainty_score":0.9981653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196345107519155,"score_gpt":0.4222450193097208,"score_spread":0.3026105085578053,"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."}}