{"id":"W7140002606","doi":"","title":"Présentation","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); Ethnography; Subject (documents)","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":["insufficient_payload"],"category_scores_codex":[0.003203677,0.0008589865,0.0007141765,0.001596069,0.004182802,0.009333911,0.00243844,0.005714443,0.5139129],"category_scores_gemma":[0.01582347,0.0003708974,0.001014399,0.001281042,0.001524123,0.004994269,0.006081807,0.004946392,0.2401984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005376088,"about_ca_system_score_gemma":0.009469433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009150594,"about_ca_topic_score_gemma":0.01175222,"domain_scores_codex":[0.9965296,0.0006766509,0.0001656206,0.00062391,0.001332547,0.0006717129],"domain_scores_gemma":[0.9933671,0.0009719815,0.0002499995,0.0006769753,0.002684386,0.002049506],"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":[0.00003608001,0.00001773902,0.0002245601,0.0001115428,0.000003866682,0.0002039111,0.0002916961,0.00002822795,0.00009243425,0.01364729,0.9505872,0.03475545],"study_design_scores_gemma":[0.000004636367,0.000006568381,0.0001603356,0.0001320171,0.000001632351,0.0001460995,0.0002212802,0.00001465104,0.00005355905,0.001708754,0.997546,0.000004423761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001718635,0.006440181,0.002876556,0.1303901,0.05406922,0.0003596545,0.004337626,0.0008814092,0.7989268],"genre_scores_gemma":[0.01085877,0.004219685,0.001243543,0.0334333,0.007686707,0.0002866602,0.002494809,0.0005286367,0.9392478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4860871,"threshold_uncertainty_score":0.6933442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009767472499847076,"score_gpt":0.2813238301799464,"score_spread":0.2715563576800993,"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."}}