{"id":"W4383370319","doi":"","title":"DAYTIME RADIATIVE DEVICE","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Daytime; Radiative transfer; Environmental science; Geography; Physics; Atmospheric sciences; Optics","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":[0.0001331896,0.0004063933,0.0004171627,0.0002905974,0.0007136821,0.0008394867,0.0009863282,0.0004747253,0.03655392],"category_scores_gemma":[0.0001481177,0.0001698802,0.0003064052,0.0002706559,0.0002580652,0.000677838,0.0007842612,0.0006161368,0.0121052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007382277,"about_ca_system_score_gemma":0.0003206111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000365844,"about_ca_topic_score_gemma":0.0007899191,"domain_scores_codex":[0.9997734,0.00001114166,0.000006085862,0.00008524513,0.00007924259,0.0000447897],"domain_scores_gemma":[0.9997887,0.00002266312,0.00002364613,0.00008144898,0.00004562247,0.00003796268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007680557,0.0001597938,0.00154243,0.0003533511,0.00004894332,0.0002816517,0.0003246034,0.0008258153,0.7926418,0.03074792,0.06936742,0.1029383],"study_design_scores_gemma":[0.0001137149,0.0007730247,0.004614685,0.00005909622,0.00005821398,0.000912094,0.0001894794,0.01288995,0.6160503,0.002919438,0.3613231,0.00009692578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3105138,0.002704787,0.1364867,0.001881287,0.002675705,0.0004744285,0.007956841,0.0233546,0.5139518],"genre_scores_gemma":[0.8547705,0.0005031052,0.02428306,0.0005824888,0.0002734092,0.0001620997,0.001892031,0.0009146848,0.1166186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03655392,"threshold_uncertainty_score":0.1222851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638803594135874,"score_gpt":0.241520743793647,"score_spread":0.2251327078522883,"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."}}