{"id":"W7140014043","doi":"","title":"Propos liminaires à la 2e édition","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); Vulnerability (computing)","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":[0.001658451,0.0009703906,0.0005871601,0.003549435,0.003824041,0.01056417,0.00133278,0.003438349,0.1639607],"category_scores_gemma":[0.004385604,0.0005062657,0.0007541484,0.00414113,0.002675167,0.005157639,0.003015302,0.003770834,0.06681986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008916565,"about_ca_system_score_gemma":0.008060474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04598916,"about_ca_topic_score_gemma":0.07787136,"domain_scores_codex":[0.9982035,0.0003047117,0.00007947479,0.0002626,0.0009375982,0.0002121516],"domain_scores_gemma":[0.9980828,0.0005075419,0.00009534393,0.0002422961,0.0007970087,0.0002750454],"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":[0.00002057533,0.00001661625,0.0001450012,0.0002218699,0.00000337662,0.00009411502,0.001229997,0.00006111992,0.0001184787,0.05438693,0.8944706,0.0492314],"study_design_scores_gemma":[8.175038e-7,0.000001542598,0.00008449557,0.00009336873,5.738839e-7,0.00002409796,0.00009217927,0.00000655759,0.00002139972,0.0009275493,0.9987453,0.000002072954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008189192,0.05229471,0.001407134,0.04755773,0.02130006,0.00008653957,0.001675473,0.0005324445,0.8743269],"genre_scores_gemma":[0.004068103,0.01466224,0.000958539,0.008452303,0.003135831,0.00007777207,0.0008315791,0.000345983,0.9674676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8360394,"threshold_uncertainty_score":0.548503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007564122952138126,"score_gpt":0.2417666171188273,"score_spread":0.2342024941666892,"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."}}