{"id":"W7163556583","doi":"10.7202/1125329ar","title":"Plantes des bords de routes","year":2025,"lang":"fr","type":"article","venue":"Sens public","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Context (archaeology); Field (mathematics); State (computer science)","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":[0.001098057,0.0002160431,0.000149344,0.0006074631,0.005605793,0.004921913,0.0003693267,0.001740817,0.009565406],"category_scores_gemma":[0.002343602,0.0001676088,0.0002171113,0.0007739246,0.007666114,0.004462142,0.00173806,0.001956217,0.0008073986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991494,"about_ca_system_score_gemma":0.001238156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03038118,"about_ca_topic_score_gemma":0.0452623,"domain_scores_codex":[0.9989483,0.0005338536,0.00001912685,0.0001267666,0.0002108534,0.000161046],"domain_scores_gemma":[0.9991128,0.0002376685,0.0002278082,0.00008293724,0.0001673639,0.0001714665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009330294,0.00003080034,0.01108356,0.00008760395,0.00001611963,0.001483203,0.5424638,0.000336259,0.002352512,0.4125078,0.007375414,0.02216958],"study_design_scores_gemma":[0.00000713533,0.00005233731,0.009847677,0.0001411117,0.00001457597,0.0007133759,0.6415659,0.0002385953,0.0005135412,0.01930017,0.3275706,0.00003483246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6288711,0.001548948,0.00441042,0.02190102,0.0002889071,0.0000161118,0.00007395333,0.00005837839,0.3428312],"genre_scores_gemma":[0.9788321,0.0004769479,0.0005108286,0.0004053243,0.00002571679,0.000004491309,0.00001619858,0.00001854108,0.01970985],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03038118,"threshold_uncertainty_score":0.06040865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033592825650286,"score_gpt":0.2896844803685119,"score_spread":0.2393485521120091,"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."}}