{"id":"W7039035984","doi":"","title":"Les usages pédagogiques et scientifiques des collections de moulages à Lyon. Autour de Jean-Claude Bonnefond, Maurice Holleaux et Henri Lechat","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Natural (archaeology); Context (archaeology); Subject (documents); Field (mathematics)","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008082379,0.0004851253,0.000485356,0.0006893922,0.004047998,0.002356099,0.0009353457,0.0002840765,0.002389989],"category_scores_gemma":[0.002188415,0.0005020126,0.0004783588,0.001399943,0.001409432,0.0009599917,0.0004477855,0.0007011831,0.0002122644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005070278,"about_ca_system_score_gemma":0.0005412279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02880876,"about_ca_topic_score_gemma":0.03139375,"domain_scores_codex":[0.9875802,0.009471333,0.0006780088,0.0008044799,0.0005043194,0.0009616072],"domain_scores_gemma":[0.9929063,0.003710035,0.0003510865,0.001012485,0.001608431,0.0004116046],"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":[0.00002411798,0.001020596,0.001392655,0.0003987186,0.000205707,0.00004518405,0.1590136,0.0003192865,0.001540501,0.7276256,0.09001273,0.01840125],"study_design_scores_gemma":[0.0004054103,0.000005149397,0.001747579,0.001819041,0.0001594115,0.0000221921,0.004691254,0.008001313,0.009626669,0.02311991,0.9497401,0.0006620061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1681525,0.04085128,0.06872546,0.1118972,0.001198631,0.00091331,0.001130252,0.002328641,0.6048027],"genre_scores_gemma":[0.2727491,0.01427376,0.008005334,0.0005338576,0.0001290306,0.00009673407,0.0002874495,0.00008130962,0.7038434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8597273,"threshold_uncertainty_score":0.9997432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427755273446687,"score_gpt":0.2804267656928586,"score_spread":0.2376512383481899,"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."}}