{"id":"W2067841072","doi":"10.4000/vertigo.11396","title":"Aménager les rivières et réduire les risques pour développer le tourisme nautique en France (1904-1924)","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":[],"category_scores_codex":[0.0002124647,0.0004564793,0.0006221558,0.00009413087,0.003902239,0.0001585546,0.0003708575,0.0002953002,0.005644384],"category_scores_gemma":[0.00008408896,0.0003525346,0.0005041937,0.0001361726,0.0006607107,0.0004101133,0.0001816312,0.0005027537,0.000369366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010521,"about_ca_system_score_gemma":0.00005292207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03895847,"about_ca_topic_score_gemma":0.01156867,"domain_scores_codex":[0.9977815,0.0003110653,0.0005002309,0.0004970668,0.0003097694,0.0006003293],"domain_scores_gemma":[0.9990473,0.0001493029,0.0001612273,0.0002791139,0.0001904848,0.0001726007],"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":[0.00003979059,0.000565253,0.008682848,0.0001892007,0.0007770141,0.00008742601,0.2776686,0.00001187151,0.00008339558,0.4446531,0.2425735,0.02466795],"study_design_scores_gemma":[0.0002892858,0.0001128517,0.007320791,0.0001320801,0.0002147038,0.000002165668,0.008648493,0.00006529083,0.0001784752,0.00570609,0.9767425,0.0005872555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6037726,0.06590469,0.001019643,0.2335984,0.002091454,0.0003690092,0.0001810348,0.000333179,0.09272995],"genre_scores_gemma":[0.5662382,0.01284306,0.0007814282,0.0007978966,0.001261952,0.00004187997,0.00001455365,0.00004826717,0.4179727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.734169,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309198645129345,"score_gpt":0.2292734148368088,"score_spread":0.1983535503238743,"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."}}