{"id":"W7110864869","doi":"10.58079/154vp","title":"21 novembre - Soutenance de thèse de Yann Brunet","year":2025,"lang":"","type":"other","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); German; Relation (database); Photography","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":[0.0008797936,0.0003961743,0.000328765,0.0007862906,0.003959516,0.002277753,0.0004832066,0.0006406051,0.2043651],"category_scores_gemma":[0.0008756918,0.0002417608,0.0002244917,0.0009876626,0.001086468,0.000695299,0.001869299,0.001577267,0.02973617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006205602,"about_ca_system_score_gemma":0.005723852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1619483,"about_ca_topic_score_gemma":0.4820085,"domain_scores_codex":[0.9994987,0.00006851296,0.00001311827,0.00008480627,0.0001905828,0.0001442222],"domain_scores_gemma":[0.9993895,0.00003277295,0.00003199826,0.00002202438,0.0002202378,0.0003033468],"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":[0.0001839828,0.0000310962,0.00197405,0.0002796694,0.000007061868,0.0008103656,0.0052443,0.00009443287,0.001981956,0.009857029,0.9461192,0.03341669],"study_design_scores_gemma":[0.000001546641,0.000004767853,0.002178278,0.00003029657,3.081169e-7,0.00003800751,0.0005965753,0.000004246889,0.00006449388,0.00005611363,0.9970233,0.000002126126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02450174,0.02447656,0.0007905033,0.04679271,0.05110668,0.0002458027,0.007763489,0.0003047483,0.8440178],"genre_scores_gemma":[0.02141399,0.001791803,0.0002109647,0.0007018464,0.0007455014,0.00002918085,0.0005485849,0.0001275929,0.9744305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2043651,"threshold_uncertainty_score":0.6836694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357417127821645,"score_gpt":0.2492763757978255,"score_spread":0.2257022045196091,"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."}}