{"id":"W3134227818","doi":"10.3917/lpe.005.0006","title":"Stocker le soleil dans de l’air","year":2020,"lang":"fr","type":"article","venue":"La Pensée écologique","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Physics; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006151188,0.000364992,0.0004924397,0.00002959537,0.0001838845,0.00005819896,0.0004875545,0.0008766521,0.001129748],"category_scores_gemma":[0.0004576316,0.0003673725,0.0002494308,0.0002558991,0.0003369205,0.0001350134,0.000184865,0.0007449794,0.001294734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001848287,"about_ca_system_score_gemma":0.0005600532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01600459,"about_ca_topic_score_gemma":0.003387596,"domain_scores_codex":[0.9966198,0.001523479,0.0004243812,0.000508443,0.0001780836,0.000745787],"domain_scores_gemma":[0.9983781,0.0005352874,0.0002143585,0.0003624513,0.00007125604,0.0004385361],"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":[0.0006519877,0.001006442,0.0365944,0.0009552263,0.0008109453,0.00352348,0.03216294,0.01550184,0.2923925,0.4843655,0.1044783,0.02755648],"study_design_scores_gemma":[0.0009706122,0.0004377,0.01307426,0.00009265696,0.00006904025,0.0002775904,0.002172518,0.004064873,0.03067368,0.002694354,0.9449241,0.0005486173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7077593,0.004102516,0.01249243,0.05020211,0.002220929,0.0008253217,0.0001248026,0.0006748019,0.2215978],"genre_scores_gemma":[0.9627542,0.0001913169,0.001148448,0.008463932,0.00141766,0.0001223528,0.00002225354,0.00008475139,0.02579501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8404458,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157771611622685,"score_gpt":0.2280233318178762,"score_spread":0.2064456157016493,"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."}}