{"id":"W7138103564","doi":"10.3917/lcb.peuto.2025.01.0205","title":"L'autre visage du progrès","year":2025,"lang":"fr","type":"book-chapter","venue":"Le Cavalier Bleu eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Context (archaeology); Humanity; Ethnography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127034,0.0006094385,0.0003372485,0.001875503,0.003358946,0.006331951,0.0009113273,0.002557294,0.03003525],"category_scores_gemma":[0.002530837,0.0002057236,0.0004996041,0.001924217,0.005209793,0.004868357,0.0030548,0.00456242,0.007548009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003961151,"about_ca_system_score_gemma":0.004309236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422492,"about_ca_topic_score_gemma":0.02604152,"domain_scores_codex":[0.9990563,0.000329572,0.00002311284,0.0001803379,0.0002814587,0.000129263],"domain_scores_gemma":[0.9986991,0.0006142572,0.00007257939,0.000163003,0.0003045675,0.0001464445],"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":[0.00001017044,0.00002126873,0.0001827825,0.0001502083,0.000003873522,0.0001463368,0.003798825,0.0001623359,0.0002034411,0.7983251,0.1627004,0.03429532],"study_design_scores_gemma":[0.000001380515,0.000005824446,0.0001851725,0.0001679312,0.000001737767,0.0001096387,0.0007565018,0.00006498547,0.00008746503,0.02993531,0.9686799,0.000004159079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003102501,0.03558781,0.007936315,0.08883498,0.006701949,0.00003555834,0.0001756939,0.0001371314,0.857488],"genre_scores_gemma":[0.0506453,0.03181111,0.006004477,0.01654635,0.003573999,0.0001032919,0.0002046509,0.000289394,0.8908215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03003525,"threshold_uncertainty_score":0.1004779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052483727474255,"score_gpt":0.273556019628945,"score_spread":0.2430311823542025,"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."}}