{"id":"W3197570965","doi":"10.4000/books.editionsmsh.22672","title":"Chapitre 1. Présentation générale des sites","year":2006,"lang":"fr","type":"book-chapter","venue":"Éditions de la Maison des sciences de l’homme eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Art; Geography","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","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001735152,0.0006326599,0.0006184051,0.0003723472,0.01110683,0.0008194885,0.0009083046,0.0007547868,0.002260164],"category_scores_gemma":[0.0002604855,0.0007033041,0.0005189973,0.0003727597,0.04881996,0.0005455869,0.0001997884,0.0006534519,0.0003413132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177455,"about_ca_system_score_gemma":0.0006771723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008286206,"about_ca_topic_score_gemma":0.01209246,"domain_scores_codex":[0.9953554,0.0006641779,0.0006671891,0.0008547211,0.0009915844,0.001466916],"domain_scores_gemma":[0.9973819,0.00115174,0.0004698124,0.0002870666,0.0002934973,0.0004159619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005708291,0.00009858405,0.00283538,0.00007924848,0.00006969252,0.00005251925,0.01581066,0.0001363305,0.0001378288,0.954534,0.02063872,0.00560136],"study_design_scores_gemma":[0.0003056401,0.0002652453,0.005414656,0.0004002184,0.0002044576,0.00004624738,0.004237054,0.0003914421,0.0001078975,0.8287691,0.1590139,0.0008440178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04098471,0.00452664,0.001365458,0.0009057687,0.0008116459,0.0005157103,0.0002078451,0.0002631618,0.9504191],"genre_scores_gemma":[0.6518597,0.001345089,0.01288761,0.0006055807,0.002301297,0.0001442532,0.00006364581,0.00007861563,0.3307142],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6197048,"threshold_uncertainty_score":0.9995418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09163598023614762,"score_gpt":0.3186192226767477,"score_spread":0.2269832424406001,"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."}}