{"id":"W2135528192","doi":"10.7202/001282ar","title":"Archéologie, formalisation et sciences sociales","year":2002,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003665619,0.0003362802,0.0005003465,0.00007377999,0.00262218,0.0001094836,0.0006109099,0.0005951053,0.005813948],"category_scores_gemma":[0.001722981,0.0003024625,0.0003883865,0.0006361477,0.01003552,0.001058338,0.0002355025,0.0007071999,0.0007973677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008457759,"about_ca_system_score_gemma":0.0003349711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009097043,"about_ca_topic_score_gemma":0.0001225256,"domain_scores_codex":[0.9944635,0.002857735,0.0004756748,0.0005719234,0.0005915225,0.001039618],"domain_scores_gemma":[0.9964463,0.00282885,0.0002800088,0.000171854,0.0001262248,0.000146737],"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":[0.000004335956,0.00020836,0.003917167,0.00003357098,0.00008162945,0.000008358284,0.09651944,0.00002177293,0.00001130602,0.7562885,0.1012876,0.041618],"study_design_scores_gemma":[0.0003088624,0.0003044255,0.002104396,0.00004206611,0.00005074345,0.000001426405,0.0236831,0.0001010774,0.000006022706,0.3470128,0.6259043,0.0004808361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03895065,0.04400064,0.0003064787,0.2832825,0.009220304,0.0003791448,0.00008446189,0.0003752641,0.6234005],"genre_scores_gemma":[0.9018272,0.03194214,0.001573917,0.006588538,0.001007612,0.00005243396,0.00001615306,0.00001975172,0.0569723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8628765,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7743141078833835,"score_gpt":0.5262787720118542,"score_spread":0.2480353358715293,"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."}}