{"id":"W6983196044","doi":"","title":"Livre blanc « Produire, Stocker et utiliser l’hydrogène »: Synthèse du projet phare HyTREND","year":2024,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Publics; Context (archaeology); Period (music)","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":[0.008110918,0.0007817355,0.000347522,0.001832331,0.002600067,0.007101581,0.001392867,0.001812271,0.02485186],"category_scores_gemma":[0.006176337,0.0004962963,0.0006439218,0.001981691,0.002228878,0.003841558,0.004274363,0.002138555,0.004784011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005914527,"about_ca_system_score_gemma":0.0176871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01633993,"about_ca_topic_score_gemma":0.02220267,"domain_scores_codex":[0.9934389,0.002802658,0.0001940771,0.0005239183,0.002439772,0.0006006603],"domain_scores_gemma":[0.9941954,0.002123839,0.0002692018,0.0006539705,0.00183465,0.0009229712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004569469,0.0007758095,0.00564472,0.003670827,0.00007475119,0.001232202,0.04638127,0.004237851,0.01470307,0.1497556,0.06435279,0.7087143],"study_design_scores_gemma":[0.00005250484,0.0008530708,0.005719198,0.001298755,0.00003648931,0.0004466531,0.01829854,0.0009677534,0.01001227,0.008249847,0.9540152,0.00004967722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1316331,0.008605428,0.1155029,0.01316279,0.001398153,0.002942924,0.001538098,0.001075121,0.7241414],"genre_scores_gemma":[0.2893306,0.01038236,0.1955611,0.002521792,0.0002416787,0.002022285,0.003359116,0.001042641,0.4955385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02485186,"threshold_uncertainty_score":0.08313775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685594390916582,"score_gpt":0.2665481809454513,"score_spread":0.2396922370362855,"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."}}