{"id":"W1969404432","doi":"10.4000/vertigo.11371","title":"La Loire moyenne naviguée au XIXe siècle : représentations, réglementation et aménagement","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Humanities; Forestry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006390264,0.0002803788,0.0001730781,0.0008550492,0.002271132,0.004916972,0.0004559405,0.0007091846,0.004980031],"category_scores_gemma":[0.001105194,0.0001241936,0.0001915984,0.001070574,0.006385304,0.002492866,0.001710579,0.0008231323,0.0004156033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005357415,"about_ca_system_score_gemma":0.001664187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08025863,"about_ca_topic_score_gemma":0.09737048,"domain_scores_codex":[0.9995994,0.0001863571,0.000007808319,0.00006527745,0.00005940338,0.00008162164],"domain_scores_gemma":[0.9996817,0.0001030693,0.00007024293,0.00003976223,0.00006676693,0.00003859346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008054037,0.00003592431,0.01620991,0.0001538776,0.00002944554,0.0004845741,0.233825,0.001347827,0.00229576,0.653627,0.005692623,0.08621748],"study_design_scores_gemma":[0.00001464255,0.0001504588,0.1221571,0.0005474425,0.00004104089,0.0006968273,0.2342371,0.002988915,0.001902169,0.1239592,0.5132035,0.000101601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5558568,0.006268282,0.01737951,0.009294256,0.00009169002,0.00002145773,0.0001982031,0.00009207673,0.4107977],"genre_scores_gemma":[0.9778577,0.0008405652,0.001853295,0.0001000009,0.00001560097,0.000009803856,0.00004522816,0.00002203097,0.01925574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08025863,"threshold_uncertainty_score":0.159583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05859906376446986,"score_gpt":0.3176636382217404,"score_spread":0.2590645744572706,"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."}}