{"id":"W3207629178","doi":"10.21606/drs.2008.26","title":"Dynamique des ambiances lumineuses par relevés vidéo d’espaces de transition","year":2010,"lang":"fr","type":"article","venue":"Proceedings of DRS","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0007572739,0.0002826729,0.0003104867,0.00007608763,0.0002911921,0.00007509406,0.0003505733,0.000292858,0.001995711],"category_scores_gemma":[0.0001124006,0.0002909943,0.0001177288,0.0002473206,0.001535456,0.001234415,0.00006198588,0.0004715382,0.0001674728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179132,"about_ca_system_score_gemma":0.00003955925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369548,"about_ca_topic_score_gemma":0.0009182937,"domain_scores_codex":[0.9979163,0.00001284987,0.0003891748,0.0003890724,0.0004019378,0.0008905992],"domain_scores_gemma":[0.9991242,0.0000553126,0.0002845574,0.0001013345,0.00002563095,0.0004089661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005715105,0.0003559492,0.5043045,0.0006496857,0.00001994232,0.000002236488,0.005626869,0.00001077004,0.4781339,0.001072101,0.001412701,0.008354177],"study_design_scores_gemma":[0.0004146157,0.0004753957,0.7740009,0.0003220301,0.0000765245,0.0000393787,0.001448307,0.0003535064,0.2073154,0.005042986,0.01012999,0.0003809907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729887,0.0005612119,0.00006830657,0.01111912,0.0003404707,0.0002938542,0.00002330912,0.00005028751,0.01455479],"genre_scores_gemma":[0.9845674,0.002885417,0.01029135,0.0003737514,0.0002346967,0.00001916306,0.000002642497,0.0000368236,0.001588764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2708185,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00942808022976871,"score_gpt":0.2387801065908577,"score_spread":0.229352026361089,"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."}}