{"id":"W6926209087","doi":"10.20383/103.01304","title":"Le campus de l'Université Laval vu par drones","year":2025,"lang":"fr","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drone; Context (archaeology); Point (geometry); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006955767,0.002855525,0.001614268,0.003614375,0.001106913,0.002351379,0.002073795,0.001881217,0.02181316],"category_scores_gemma":[0.002435629,0.0005290577,0.001127931,0.00434163,0.0006091729,0.001489255,0.001631001,0.001504174,0.04731179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00214927,"about_ca_system_score_gemma":0.002502595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.110234,"about_ca_topic_score_gemma":0.2055097,"domain_scores_codex":[0.9984996,0.0001935108,0.00008967887,0.0005975875,0.0003927433,0.0002268249],"domain_scores_gemma":[0.9990361,0.0001476786,0.00007147772,0.0002708081,0.0003469913,0.0001269102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002727151,0.00007729021,0.003295289,0.0009391035,0.00007472344,0.000177633,0.0001608251,0.001600288,0.001254522,0.0009978625,0.9611241,0.03002562],"study_design_scores_gemma":[0.00007279583,0.00004346925,0.01111997,0.0003307803,0.00002885601,0.0002748964,0.0003739048,0.002705812,0.002348829,0.001126503,0.9815166,0.00005759388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004154504,0.0006651395,0.001222056,0.0002614406,0.0001612587,0.00004188234,0.9860924,0.00292261,0.004478754],"genre_scores_gemma":[0.003523551,0.0002161063,0.001662193,0.00004416347,0.00001912859,0.00005369752,0.9906079,0.0001344978,0.003738737],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.889766,"threshold_uncertainty_score":0.2191848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401042409021697,"score_gpt":0.2665458529876121,"score_spread":0.2525354288973952,"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."}}