{"id":"W4255620683","doi":"10.4000/etudesrurales.3439","title":"Introduction","year":2006,"lang":"fr","type":"article","venue":"Études rurales","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002105573,0.0001454677,0.0001908636,0.00003206758,0.0006438947,0.00007993203,0.0001457658,0.0001347854,0.001485115],"category_scores_gemma":[0.00005910579,0.0001519825,0.0001194458,0.0003705829,0.00110599,0.000268939,0.00003864179,0.0001207613,0.0007814585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155737,"about_ca_system_score_gemma":0.00005896605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02712451,"about_ca_topic_score_gemma":0.02715087,"domain_scores_codex":[0.9987522,0.0001247257,0.000203266,0.0002210418,0.0002959456,0.0004028364],"domain_scores_gemma":[0.9996104,0.00006646603,0.0000785682,0.0001054146,0.00008316689,0.00005604499],"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":[0.000001511207,0.00005917641,0.0004748142,0.00001217513,0.00001917764,0.000002225341,0.0009709972,0.00001251476,0.0000313574,0.6299672,0.3620739,0.00637498],"study_design_scores_gemma":[0.00008401818,0.00002677438,0.00734698,0.00001853582,0.00003578565,8.36885e-7,0.001910366,0.000009440582,0.00004075457,0.02725111,0.9630979,0.0001774843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08031961,0.1980382,0.00005400999,0.1492076,0.01172545,0.0002314572,0.00001733395,0.0001967178,0.5602096],"genre_scores_gemma":[0.6609298,0.003902537,0.0003128714,0.0001236023,0.02208085,0.00001050703,0.00001093629,0.00001277811,0.3126161],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6027161,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109017420855648,"score_gpt":0.2382854873678789,"score_spread":0.2171953131593224,"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."}}