{"id":"W2894625808","doi":"10.21494/iste.op.2018.0297","title":"Artefacts : nature, structure et usages","year":2018,"lang":"fr","type":"article","venue":"Archéologies numériques","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0002170712,0.0004867361,0.0005603264,0.0001033251,0.001447446,0.0001985493,0.0005583386,0.0004863701,0.006116145],"category_scores_gemma":[0.0005513822,0.0003530338,0.000205321,0.00009206508,0.007999425,0.0004599029,0.0008598386,0.001147117,0.0004755778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278948,"about_ca_system_score_gemma":0.00005828097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456491,"about_ca_topic_score_gemma":0.01199789,"domain_scores_codex":[0.9974458,0.0003142752,0.0004136724,0.0006176144,0.0003174386,0.0008912318],"domain_scores_gemma":[0.9983193,0.0006477446,0.0001660046,0.0003803015,0.000325044,0.0001615879],"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":[0.00007937705,0.0001115313,0.00153947,0.00008649458,0.0001441356,0.00005452841,0.03272471,0.000001058314,0.00003081941,0.81755,0.1263224,0.02135547],"study_design_scores_gemma":[0.0001277392,0.0009697949,0.003844137,0.00006995195,0.00001969055,0.00001168573,0.004807173,0.000007178764,0.0004277187,0.2552037,0.734145,0.0003662482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1684242,0.1027937,0.0002522894,0.117357,0.01038716,0.0005246802,0.0007371738,0.0009272477,0.5985966],"genre_scores_gemma":[0.9303478,0.007960905,0.001041625,0.00324621,0.004054939,0.00001831185,0.00002849207,0.00003422314,0.05326751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7619236,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0476069762953541,"score_gpt":0.2953239080542182,"score_spread":0.2477169317588641,"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."}}