{"id":"W2091464226","doi":"10.7202/1027728ar","title":"Sfax, laboratoire du développement urbain durable en Tunisie?","year":2014,"lang":"fr","type":"article","venue":"Environnement urbain","topic":"Political and Social Issues","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":["insufficient_payload"],"category_scores_codex":[0.002530007,0.0004725344,0.0005601905,0.00008014275,0.001332508,0.0001876266,0.0006718974,0.0004294165,0.007216622],"category_scores_gemma":[0.0005927546,0.0004989926,0.000217993,0.0005068225,0.001310346,0.0003641655,0.0002635311,0.000411283,0.003303499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008661571,"about_ca_system_score_gemma":0.0001752024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593265,"about_ca_topic_score_gemma":0.001242717,"domain_scores_codex":[0.9942896,0.001846394,0.0006513494,0.0006767797,0.0009857327,0.001550182],"domain_scores_gemma":[0.9979997,0.0005777104,0.0001863326,0.0004540559,0.0000650205,0.0007171383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008919496,0.0004946601,0.003652114,0.00006926952,0.00008501468,0.00001878999,0.01734993,0.00001831291,0.0001272901,0.9258547,0.03884797,0.01347299],"study_design_scores_gemma":[0.0006975313,0.0001897418,0.003556482,0.0001098428,0.0000934463,6.870945e-7,0.005412213,0.0003772069,0.0002076245,0.0334326,0.9553102,0.0006124342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1513962,0.01672086,0.002632232,0.4987195,0.005068104,0.001192206,0.0001654382,0.0003253502,0.3237801],"genre_scores_gemma":[0.7875351,0.002166853,0.001190388,0.003453199,0.003765528,0.00007391557,0.00003904928,0.00005737936,0.2017186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9164622,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130545471513199,"score_gpt":0.2564326262176197,"score_spread":0.2451271715024877,"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."}}