{"id":"W1747324988","doi":"10.3917/flux.069.0073","title":"Terrains : éclairages européens","year":2007,"lang":"fr","type":"article","venue":"Flux","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Terrain; Geology; Computer science; Geography; Cartography","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":[0.001323809,0.00142983,0.0008811534,0.003356561,0.00874302,0.008220451,0.0006451467,0.00321064,0.0374462],"category_scores_gemma":[0.001991487,0.0004215321,0.0008445402,0.004399317,0.003732589,0.004196017,0.002928522,0.004416178,0.003213106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007931384,"about_ca_system_score_gemma":0.002390491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1736907,"about_ca_topic_score_gemma":0.1635567,"domain_scores_codex":[0.9981356,0.0008750215,0.00005454423,0.0003012122,0.0002292969,0.000404402],"domain_scores_gemma":[0.9993737,0.0002418979,0.00009621942,0.00005429698,0.00007281304,0.0001610384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005663126,0.0003855723,0.01532293,0.0004049203,0.0001274434,0.002906112,0.02989366,0.001011507,0.002147907,0.781181,0.02524618,0.1408065],"study_design_scores_gemma":[0.0001038395,0.00008949473,0.06254841,0.0003467301,0.00003127192,0.001440288,0.01634551,0.0002503604,0.0003117394,0.01077142,0.907706,0.00005493011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3984087,0.02856337,0.004338792,0.01087257,0.001145915,0.00006832011,0.001592187,0.0003384968,0.5546717],"genre_scores_gemma":[0.8055156,0.01446146,0.003356035,0.001396688,0.001205071,0.0001069129,0.0009546818,0.0002019656,0.1728014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1736907,"threshold_uncertainty_score":0.3453595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532444135497329,"score_gpt":0.2940149224909082,"score_spread":0.2386904811359349,"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."}}