{"id":"W1489113105","doi":"10.7202/014660ar","title":"Territoires et communautés rurales : une complémentarité de méthodes pour l’étude du développement territorial viable de MRC québécoises","year":2007,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais; Université du Québec à Chicoutimi","funders":"","keywords":"Political science; Humanities; Geography; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008922282,0.0006721405,0.0008465042,0.0002817983,0.00187962,0.0003241643,0.000915155,0.001074379,0.0001389125],"category_scores_gemma":[0.0006727938,0.0007326341,0.000750005,0.001157974,0.002503711,0.0004766746,0.0002921204,0.001236783,0.00002371967],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209566,"about_ca_system_score_gemma":0.000943985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8425477,"about_ca_topic_score_gemma":0.8457892,"domain_scores_codex":[0.992264,0.003710204,0.0008487882,0.0005715583,0.0007670808,0.001838329],"domain_scores_gemma":[0.9949557,0.00353621,0.0003658938,0.0003472124,0.0002952514,0.0004997989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000842418,0.001223118,0.5103924,0.0001859094,0.0009223704,0.00004928315,0.296212,0.00000918875,0.0007969657,0.07726874,0.09956429,0.01329143],"study_design_scores_gemma":[0.00114016,0.0003536139,0.4038391,0.0007173307,0.000391881,0.000009754407,0.04674232,0.00006122247,0.001429254,0.2348777,0.3091295,0.001308169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7590854,0.05876223,0.005737399,0.150839,0.004126283,0.000890717,0.0001002221,0.000694101,0.01976472],"genre_scores_gemma":[0.83681,0.0836144,0.06627917,0.003172427,0.005982348,0.000112555,0.00006217351,0.0001115508,0.003855418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2494697,"threshold_uncertainty_score":0.9995125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450498302986095,"score_gpt":0.3784861377614955,"score_spread":0.233436307462886,"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."}}