{"id":"W2904734062","doi":"10.4000/geocarrefour.10852","title":"Alexis Metzger, Jamie Linton, Quand les eaux montent. Mise en patrimoine des crues et des inondations","year":2018,"lang":"fr","type":"article","venue":"Géocarrefour","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":["sts"],"category_scores_codex":[0.0007554222,0.0003899686,0.0004051461,0.0001071561,0.001311935,0.0002621132,0.0005783242,0.0004085637,0.002169108],"category_scores_gemma":[0.0005878824,0.000344723,0.0002373307,0.0006831013,0.002902364,0.001326135,0.0001631171,0.0003999633,0.0005463338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607686,"about_ca_system_score_gemma":0.0003227064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.041486,"about_ca_topic_score_gemma":0.04124447,"domain_scores_codex":[0.9970284,0.0005715082,0.0004998309,0.000522784,0.0005468457,0.0008307068],"domain_scores_gemma":[0.9982783,0.0001667661,0.0002772017,0.0003837027,0.0005841117,0.0003099026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001502782,0.0004076456,0.1498703,0.000294196,0.0004958766,0.00007347959,0.2115962,0.00008845373,0.003404688,0.04918794,0.16079,0.4236409],"study_design_scores_gemma":[0.0007888704,0.0004545384,0.129439,0.0004496204,0.0001989321,0.00002233523,0.01613917,0.0001392742,0.004262242,0.04730891,0.8000985,0.0006986198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331107,0.01329207,0.001545383,0.009076406,0.002477655,0.000336725,0.0002596384,0.000139753,0.0397617],"genre_scores_gemma":[0.9466223,0.007894165,0.007260018,0.0007417841,0.00311009,0.00002268959,0.0000414216,0.00004958938,0.03425802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6393085,"threshold_uncertainty_score":0.9999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05704360464387538,"score_gpt":0.3270519802286355,"score_spread":0.2700083755847602,"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."}}