{"id":"W166886251","doi":"","title":"Les ports fluviaux, outils d'une métropolisation durable","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Humanities; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629045,0.0003786458,0.0002471007,0.0007881848,0.002548681,0.002991229,0.0003942444,0.0005317899,0.01920758],"category_scores_gemma":[0.0006455114,0.0003290319,0.0002158432,0.001743063,0.001558035,0.001163476,0.001510202,0.0005302853,0.001845022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001970839,"about_ca_system_score_gemma":0.00168324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06835504,"about_ca_topic_score_gemma":0.2356956,"domain_scores_codex":[0.9997148,0.00005720809,0.00001147696,0.00007693595,0.00006170998,0.00007791906],"domain_scores_gemma":[0.9997756,0.00004620016,0.00004293297,0.00003297394,0.00005952569,0.00004289986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001157976,0.0002201973,0.3958261,0.001137623,0.0002645471,0.01400697,0.07440611,0.003782444,0.01788332,0.1403335,0.03856419,0.312417],"study_design_scores_gemma":[0.0000347952,0.0002212462,0.3757165,0.0002874993,0.00004985052,0.004321144,0.03596788,0.0007786214,0.002515068,0.002498331,0.5775328,0.00007622865],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8127635,0.001541211,0.004172294,0.001257991,0.0001153862,0.00008980912,0.00106452,0.000196928,0.1787983],"genre_scores_gemma":[0.9083847,0.0006992589,0.002180398,0.0001585271,0.00002966644,0.00007447779,0.0006593117,0.00006342513,0.08775027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06835504,"threshold_uncertainty_score":0.1359143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03456105220182559,"score_gpt":0.2522243402991742,"score_spread":0.2176632880973486,"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."}}