{"id":"W2538897960","doi":"10.7202/1073216ar","title":"Même sort, même souffle","year":2020,"lang":"fr","type":"article","venue":"Frontières","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007362728,0.0002649922,0.0004303825,0.00003342127,0.001238618,0.00005052105,0.0002611113,0.0001382317,0.0119295],"category_scores_gemma":[0.00008724273,0.0002490531,0.0002010526,0.00004138999,0.001661622,0.0001845788,0.0002795183,0.0003620293,0.003187073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006291127,"about_ca_system_score_gemma":0.00003486458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517972,"about_ca_topic_score_gemma":0.002262219,"domain_scores_codex":[0.9985434,0.00008480292,0.0003083901,0.0003745732,0.0001818308,0.0005069583],"domain_scores_gemma":[0.9993868,0.00009446593,0.00009309858,0.000154051,0.00006889403,0.0002026509],"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":[0.00004856156,0.00006807937,0.001503616,0.00008291873,0.0001516716,0.00004850388,0.06535567,0.000005571526,0.000002939835,0.3729307,0.5561293,0.003672469],"study_design_scores_gemma":[0.0002999883,0.000285829,0.001028686,0.00002707524,0.0001198263,0.000002094097,0.002226098,0.0001269535,0.00001182754,0.007433623,0.9881339,0.000304089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005048186,0.2375699,0.0009445655,0.198441,0.008247182,0.0003049521,0.0003886098,0.0002813791,0.5487742],"genre_scores_gemma":[0.569319,0.0043089,0.0006369918,0.008287281,0.01439644,0.0000459506,0.00004217396,0.00007459852,0.4028887],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5642707,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505238501794856,"score_gpt":0.2171833810764879,"score_spread":0.1821309960585394,"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."}}