{"id":"W651420920","doi":"","title":"Proceedings of the fourth International Symposium on Artificial Lighting : Québec City, Canada, November 7-9, 2000","year":2002,"lang":"en","type":"book","venue":"International Society for Horticultural Science eBooks","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Geography; History; Meteorology; Cartography; Regional science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004353262,0.000328313,0.0002463397,0.00002407971,0.000619638,0.0001435679,0.001637496,0.000159617,0.0009274356],"category_scores_gemma":[0.00007519414,0.0002171617,0.0004646241,0.00008283026,0.0009724259,0.0002731403,0.0004773912,0.0003795018,0.00002778297],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007808378,"about_ca_system_score_gemma":0.0008805434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06548775,"about_ca_topic_score_gemma":0.1352261,"domain_scores_codex":[0.9959324,0.000003417328,0.0005662756,0.0005889055,0.002337861,0.0005711313],"domain_scores_gemma":[0.9988062,0.00007143999,0.000647365,0.0001603107,0.0001184823,0.0001961815],"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":[0.0001154862,0.0003091051,0.01624534,0.0000634185,0.0004125304,0.00000239751,0.007585252,0.0003824543,0.04337847,0.005773989,0.9155524,0.0101791],"study_design_scores_gemma":[0.0004481533,0.0001623266,0.02277679,0.0002381073,0.00009158271,0.00001554018,0.0002882678,0.002085159,0.01170839,0.000891011,0.9605485,0.0007461698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1814272,0.000007830434,0.000004616114,0.01238425,0.002235364,0.0008647935,0.0001582493,0.00002859417,0.8028891],"genre_scores_gemma":[0.2700353,0.000008563436,0.0003493337,0.00150835,0.0007234626,0.00004522503,0.00001747429,0.00002547938,0.7272868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08860809,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569917757311716,"score_gpt":0.2306849093916328,"score_spread":0.2149857318185157,"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."}}