{"id":"W7140013984","doi":"","title":"Conclusion","year":2025,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Context (archaeology); Subject (documents); Representation (politics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004850818,0.0006555411,0.0004896641,0.00146124,0.004222229,0.008488875,0.002330407,0.004186084,0.1820067],"category_scores_gemma":[0.01681992,0.0002602561,0.0009092747,0.001667407,0.002631804,0.005243525,0.00497166,0.004137259,0.04797428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007316511,"about_ca_system_score_gemma":0.01276753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02368447,"about_ca_topic_score_gemma":0.03048322,"domain_scores_codex":[0.9951154,0.001145301,0.0001798144,0.0008386309,0.001609435,0.001111421],"domain_scores_gemma":[0.9930872,0.001532656,0.0003743526,0.0006502972,0.00304331,0.001312109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023851,0.00005943445,0.00382473,0.0006857843,0.00003097572,0.0005758022,0.004966471,0.0001753114,0.0002466263,0.2438027,0.6365839,0.1089458],"study_design_scores_gemma":[0.000008887268,0.00001225809,0.001785871,0.0007748536,0.00001023067,0.0002335775,0.003012603,0.00004938575,0.0001450742,0.01677711,0.9771808,0.000009158884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005984508,0.007714527,0.005680152,0.1623285,0.006959406,0.0001725002,0.002424734,0.0003745293,0.8083611],"genre_scores_gemma":[0.1464869,0.01325552,0.007271863,0.1161204,0.003371466,0.0004456078,0.004200171,0.000733069,0.7081149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8179933,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005767176708878813,"score_gpt":0.2476634179470008,"score_spread":0.241896241238122,"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."}}