{"id":"W7131289785","doi":"10.4000/15r1a","title":"Entrepreneurs ruraux et exploitation des ressources non‑agraires en Provence","year":2025,"lang":"fr","type":"book-chapter","venue":"Casa de Velázquez eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Government (linguistics); Work (physics); Production (economics)","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009257117,0.0006893158,0.0007693996,0.0002241372,0.001809103,0.000258767,0.0006778002,0.000793411,0.000216914],"category_scores_gemma":[0.0007527844,0.0007352971,0.0004633756,0.0001174249,0.003822511,0.0002059867,0.0002261989,0.0007398638,0.0001264291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080227,"about_ca_system_score_gemma":0.0006460485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100131,"about_ca_topic_score_gemma":0.009991665,"domain_scores_codex":[0.996439,0.0004957343,0.0006530585,0.0008279832,0.0006962632,0.000887951],"domain_scores_gemma":[0.997331,0.001173952,0.0004418678,0.0003842158,0.0003733025,0.0002956411],"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":[0.00003022431,0.00003869589,0.0007779444,0.0002590469,0.000252338,0.0001033816,0.1699501,0.00001257679,0.0001647819,0.6814957,0.002456586,0.1444586],"study_design_scores_gemma":[0.000499351,0.0002248094,0.004284721,0.002230068,0.0003980818,0.000009761781,0.01049337,0.00004820355,0.0005467216,0.2206018,0.7594573,0.001205737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03721265,0.00797268,0.0003362613,0.001216472,0.001458387,0.000950168,0.00009914111,0.0002125399,0.9505417],"genre_scores_gemma":[0.4008341,0.004738761,0.001092989,0.0007239474,0.0009201365,0.0001900374,0.00002112044,0.00007228579,0.5914066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7570008,"threshold_uncertainty_score":0.9995098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924396235498101,"score_gpt":0.2811595303826976,"score_spread":0.2319155680277166,"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."}}