{"id":"W7047374632","doi":"","title":"Expo France 2025 - Toulouse","year":2017,"lang":"en","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Tourism; Exposition (narrative); Legitimacy; Runway; Natural (archaeology); Narrative; Logo (programming language); Sustainable tourism","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":[0.001430674,0.001284777,0.0005374188,0.001972758,0.001652917,0.005302959,0.0009104303,0.00191351,0.1921431],"category_scores_gemma":[0.001519042,0.0002641857,0.0008803303,0.001301344,0.0005936208,0.001279994,0.002058351,0.002164613,0.06170867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003615623,"about_ca_system_score_gemma":0.006190839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06229864,"about_ca_topic_score_gemma":0.03612424,"domain_scores_codex":[0.9989859,0.0001327829,0.00004053352,0.0001665077,0.0004543071,0.0002199172],"domain_scores_gemma":[0.9993955,0.00007260763,0.00005474073,0.00008887822,0.0002349808,0.0001534148],"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":[0.0003552576,0.0001367679,0.002542445,0.0005325904,0.00005761864,0.00136529,0.000291914,0.001031527,0.002120369,0.07077263,0.8072409,0.1135527],"study_design_scores_gemma":[0.00001757573,0.00002137919,0.002708789,0.00005980729,0.000002509023,0.00016019,0.00006707988,0.00006746082,0.0002256264,0.0004492943,0.996213,0.000007373331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01798099,0.0178566,0.003795404,0.008285603,0.009289104,0.0005639284,0.03270593,0.002548877,0.9069736],"genre_scores_gemma":[0.04235302,0.004582611,0.004281784,0.00221124,0.001131825,0.00052389,0.015733,0.000742462,0.9284402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1921431,"threshold_uncertainty_score":0.6427826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877862067375068,"score_gpt":0.2404862977383102,"score_spread":0.2217076770645595,"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."}}