{"id":"W2075082703","doi":"10.3917/sr.038.0143","title":"Donneuses d'eau. Une profession au cœur du thermalisme français (1840-1914)","year":2014,"lang":"fr","type":"article","venue":"Sociétés & Représentations","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Humanities; Art","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":["insufficient_payload"],"category_scores_codex":[0.0002829105,0.00041449,0.0006183065,0.00007188209,0.01185034,0.0002424669,0.0003004167,0.00023563,0.006561574],"category_scores_gemma":[0.0001767071,0.0003291532,0.0007085617,0.0002794481,0.0009257979,0.0004195704,0.0001482222,0.0004313544,0.0008526564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029814,"about_ca_system_score_gemma":0.00006321331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07360987,"about_ca_topic_score_gemma":0.0244044,"domain_scores_codex":[0.9971794,0.0004133108,0.0007012493,0.0005713744,0.0004836725,0.0006509805],"domain_scores_gemma":[0.9982026,0.0004107771,0.0003070602,0.0004084126,0.0004427324,0.0002284434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002027885,0.0005894662,0.005318741,0.0001729462,0.0006466475,0.00001008668,0.674237,0.0000742796,0.0001461377,0.1887616,0.1132306,0.01679228],"study_design_scores_gemma":[0.0006933266,0.0001218388,0.004666949,0.0001097535,0.0006652231,0.000002925722,0.09220136,0.0002161959,0.0000215909,0.01251247,0.8882187,0.00056965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.409937,0.00515088,0.0003892326,0.5191514,0.01007902,0.0005505456,0.0001738172,0.0002635915,0.0543045],"genre_scores_gemma":[0.8434826,0.003310828,0.0001376454,0.00137443,0.005766293,0.0001293034,0.0001349411,0.00005599464,0.145608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7749882,"threshold_uncertainty_score":0.9999253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139256647486942,"score_gpt":0.3280106663815342,"score_spread":0.2966180999066648,"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."}}