{"id":"W1976120155","doi":"10.3166/ges.15.139-160","title":"Les « communautés de relations au paysage », l’expérience socio-spatiale avec le territoire comme nouveau cadre pour l’analyse des populations rurales","year":2013,"lang":"fr","type":"article","venue":"Géographie Économie Société","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Geography; Humanities; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007036208,0.0005810556,0.0008376462,0.000259422,0.008965668,0.0004112768,0.0007788414,0.0007138982,0.001419555],"category_scores_gemma":[0.0003613313,0.0006638716,0.0009747637,0.00127385,0.01042567,0.00132517,0.0002824552,0.0008167761,0.0003396657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002711642,"about_ca_system_score_gemma":0.001052244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7098643,"about_ca_topic_score_gemma":0.5392692,"domain_scores_codex":[0.9957231,0.0009534896,0.0009230219,0.0005938612,0.0003340649,0.001472443],"domain_scores_gemma":[0.9970842,0.0009376449,0.0005433814,0.0005578462,0.0003271719,0.0005497512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005981453,0.0006009184,0.4259999,0.00007297128,0.0006455573,0.00001076273,0.1865808,0.0003402625,0.00004428389,0.2289673,0.05983194,0.09689929],"study_design_scores_gemma":[0.0008766508,0.00007366299,0.5176637,0.0001922591,0.0003897233,0.000005631169,0.2082083,0.00108513,0.00001467575,0.2357658,0.03466437,0.001060037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8596385,0.01881146,0.001457708,0.05436691,0.001785671,0.0009217755,0.0001437863,0.0003061444,0.06256802],"genre_scores_gemma":[0.9592349,0.002873107,0.005336185,0.0005359817,0.001149741,0.000290482,0.00007638656,0.00006915396,0.03043407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.170595,"threshold_uncertainty_score":0.9995813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07839428478684224,"score_gpt":0.2991769469873251,"score_spread":0.2207826622004828,"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."}}