{"id":"W1730993582","doi":"10.7202/045648ar","title":"L’espace rural euro-méditerranéen : approches méthodologique et typologique","year":2011,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; ESPACE; Political science; Geography; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002345078,0.0005571,0.0005337236,0.0001053001,0.0005176392,0.0001146636,0.000827943,0.001052658,0.001349954],"category_scores_gemma":[0.001120017,0.0002937163,0.0004991656,0.00121567,0.007244251,0.0004090775,0.0001810894,0.001060613,0.0001280347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171906,"about_ca_system_score_gemma":0.0003986807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0258292,"about_ca_topic_score_gemma":0.03176074,"domain_scores_codex":[0.9956051,0.001814932,0.0005203587,0.0006697558,0.0002305608,0.001159269],"domain_scores_gemma":[0.9979688,0.0008671786,0.0002318223,0.0002286941,0.0002314769,0.0004720411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000751588,0.0008253326,0.4927531,0.000237517,0.0002832937,0.0003073632,0.01644005,0.000004610717,0.004962652,0.3358547,0.06363687,0.08394293],"study_design_scores_gemma":[0.0003226485,0.0007014533,0.7872533,0.00006923897,0.00008029092,0.0001342524,0.008907825,0.0000120056,0.001124313,0.04210862,0.1583888,0.0008972209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258627,0.003941975,0.0003288676,0.05210481,0.0008782846,0.0006011786,0.00002188012,0.0002949735,0.01596531],"genre_scores_gemma":[0.9448665,0.002622779,0.002418871,0.004468742,0.0003919194,0.0001037545,0.00004291059,0.00001121781,0.04507327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2945002,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281050603661188,"score_gpt":0.2184169538714556,"score_spread":0.1956064478348437,"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."}}