{"id":"W4411656811","doi":"10.51847/nevvllvshg","title":"10.51847/neVvlLVshg","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Business; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004506181,0.0009618262,0.000527273,0.001556862,0.001100101,0.0025712,0.001116736,0.002860093,0.9569535],"category_scores_gemma":[0.0009811486,0.0002972562,0.0003842195,0.001244213,0.0007391133,0.00201785,0.00182859,0.001092801,0.9495001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008566447,"about_ca_system_score_gemma":0.0006088092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344267,"about_ca_topic_score_gemma":0.003612819,"domain_scores_codex":[0.9996712,0.00004024241,0.0000239231,0.00009839698,0.0001129381,0.00005319537],"domain_scores_gemma":[0.999308,0.0001649303,0.00002931553,0.0001018305,0.0002277265,0.0001682203],"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":[0.0001840703,0.0002158462,0.001293103,0.0003186069,0.00001315638,0.0002378461,0.0001380096,0.000427935,0.002903269,0.007570873,0.286038,0.7006593],"study_design_scores_gemma":[0.00003156547,0.0000432938,0.0007399682,0.000205034,0.000007718473,0.0002715153,0.0001669105,0.0004489213,0.0006328318,0.001642063,0.9957961,0.00001407896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001346284,0.0004796743,0.001776357,0.000844965,0.0004272028,0.00006003142,0.0007830957,0.001303859,0.9929786],"genre_scores_gemma":[0.004076413,0.0002778419,0.0009097661,0.000354667,0.00004590702,0.00003457803,0.0006464649,0.0002023887,0.9934518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04304653,"threshold_uncertainty_score":0.06140065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006236961156742814,"score_gpt":0.1858427172417037,"score_spread":0.1796057560849609,"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."}}