{"id":"W4417028971","doi":"10.46298/cst.13858","title":"Circuit alternatif, logistique alternative ? Analyse des offres de transport en circuit court","year":2025,"lang":"en","type":"article","venue":"Les Cahiers scientifiques du transport","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Service (business); Function (biology); Key (lock); Transport network; Core (optical fiber); Exploratory research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068844,0.0004634223,0.0005070851,0.00009957489,0.0007752512,0.000141346,0.001134806,0.0003852348,0.0006617514],"category_scores_gemma":[0.00005392547,0.0002133619,0.0004296576,0.001286992,0.0009242311,0.0003718434,0.00002726988,0.0005233913,0.00002116288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314394,"about_ca_system_score_gemma":0.0001115222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740379,"about_ca_topic_score_gemma":0.01340709,"domain_scores_codex":[0.9968787,0.0001844811,0.000605977,0.0009787857,0.0005428257,0.0008092609],"domain_scores_gemma":[0.9988333,0.0001848897,0.0001712264,0.0001887909,0.0003089008,0.000312885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001312001,0.0009559822,0.3553794,0.0002645662,0.0005621588,0.0005020485,0.008419394,0.0002112353,0.5673186,0.02134088,0.004606168,0.04030841],"study_design_scores_gemma":[0.0005724418,0.0002101616,0.8327373,0.0003632116,0.0002971288,0.00004746593,0.002377411,0.00009161334,0.09247795,0.01676627,0.05312989,0.0009292099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838688,0.0004474497,0.002796185,0.002223778,0.0004492162,0.0004633293,0.0004141355,0.0003401744,0.008996957],"genre_scores_gemma":[0.992416,0.0004243062,0.0002243913,0.0005344345,0.0003304597,0.00004395138,0.0003562371,0.000005197042,0.00566499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4773579,"threshold_uncertainty_score":0.8700647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161662066280177,"score_gpt":0.2228741121511029,"score_spread":0.2067079055230852,"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."}}