{"id":"W2985583807","doi":"10.4000/books.pul.6618","title":"La diffusion du savoir dans le Magasin pittoresque (1833-1872) : l’astronomie, une science pour tous","year":2003,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Lyon eBooks","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Art; Philosophy","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"],"consensus_categories":["sts"],"category_scores_codex":[0.0005709103,0.000691503,0.0006768508,0.0003612327,0.003561786,0.0001695421,0.001359599,0.0004984692,0.0003646756],"category_scores_gemma":[0.0001454856,0.0007368298,0.0003622447,0.0002203229,0.006793555,0.0005540252,0.0006766509,0.0006494502,0.0001061821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002549229,"about_ca_system_score_gemma":0.001405485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006053907,"about_ca_topic_score_gemma":0.002292126,"domain_scores_codex":[0.99624,0.0004043604,0.0004412392,0.001030092,0.0007816796,0.001102608],"domain_scores_gemma":[0.9976162,0.0005780036,0.0003842591,0.0005035336,0.0003023904,0.000615563],"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":[0.000103114,0.0001631859,0.001944218,0.00009501407,0.0001346796,0.0004200345,0.01995803,0.00008337019,0.0012163,0.9347342,0.004615833,0.03653205],"study_design_scores_gemma":[0.0006195795,0.000159725,0.001428297,0.000278997,0.0002037306,0.00002620714,0.00355109,0.00006476969,0.0001670848,0.01668205,0.9760422,0.0007763432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04339799,0.001284317,0.00122863,0.00380007,0.0008102543,0.0004325446,0.00007847841,0.0001581254,0.9488096],"genre_scores_gemma":[0.7055538,0.0004750121,0.0007243403,0.0002034418,0.0003782212,0.000006382981,0.000008693255,0.00005455589,0.2925956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9714263,"threshold_uncertainty_score":0.9995083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327984663227105,"score_gpt":0.2032507864726123,"score_spread":0.1899709398403412,"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."}}