{"id":"W4416855156","doi":"10.4000/158um","title":"Une lecture par les nœuds sociométaboliques comme révélateurs des enjeux de la circulation des matières organiques. Le cas du périurbain nantais","year":2025,"lang":"fr","type":"article","venue":"Norois","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Context (archaeology); Rationalisation; Work (physics); Promotion (chess)","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":[0.001685694,0.0006510885,0.0003583634,0.0007670307,0.002491733,0.004234771,0.0007586411,0.002064501,0.009878502],"category_scores_gemma":[0.001441681,0.0003566109,0.0006831849,0.001102863,0.003328489,0.004202066,0.001794077,0.003783561,0.001945894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005969996,"about_ca_system_score_gemma":0.004943169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04111993,"about_ca_topic_score_gemma":0.06131808,"domain_scores_codex":[0.9989389,0.0003148792,0.00003555554,0.0002661383,0.000318932,0.0001255996],"domain_scores_gemma":[0.9994161,0.0002524404,0.00005501851,0.00003370976,0.000172013,0.00007065985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002292616,0.0002934657,0.007206017,0.002715958,0.00008649912,0.003018969,0.05219822,0.002047868,0.02495083,0.2648486,0.1325142,0.5098901],"study_design_scores_gemma":[0.000003940166,0.00007077309,0.004865013,0.0004794587,0.00001489072,0.0006560202,0.005131729,0.0003434003,0.001969981,0.01155538,0.9748682,0.00004121305],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08149619,0.3920814,0.04868221,0.16841,0.03841804,0.0003006828,0.0005532252,0.0004628496,0.2695954],"genre_scores_gemma":[0.2232472,0.2412686,0.01457081,0.01652402,0.007188937,0.0002139158,0.0004471822,0.0002156367,0.4963237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04111993,"threshold_uncertainty_score":0.08176118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0338589527788477,"score_gpt":0.3118423720367361,"score_spread":0.2779834192578884,"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."}}