{"id":"W4234471476","doi":"10.1177/147709380603800412","title":"Comment 2","year":2006,"lang":"en","type":"article","venue":"Lighting Research & Technology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008650984,0.0007729855,0.001237831,0.00122802,0.01203911,0.007232883,0.006748431,0.08402722,0.05997191],"category_scores_gemma":[0.0611142,0.001126871,0.002660828,0.001395857,0.007138276,0.006220717,0.006446511,0.0582665,0.03105754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006427314,"about_ca_system_score_gemma":0.01035457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05192925,"about_ca_topic_score_gemma":0.06914498,"domain_scores_codex":[0.9879119,0.001223722,0.0006240467,0.003052598,0.003879055,0.003308664],"domain_scores_gemma":[0.9756761,0.0119059,0.001237564,0.001800667,0.007250818,0.002128997],"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":[0.00006668455,0.00002140998,0.0006556918,0.00007532039,0.00001754848,0.0004391642,0.00077524,0.00004852501,0.0002783111,0.02469181,0.9702417,0.002688447],"study_design_scores_gemma":[0.00006418404,0.00002842145,0.002035395,0.0003498614,0.00004448659,0.0003833863,0.001869521,0.00009569935,0.0005846122,0.01391406,0.9805462,0.00008413346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002122088,0.000722474,0.0003975656,0.9106772,0.02328291,0.000051914,0.0003574704,0.0001108475,0.06227762],"genre_scores_gemma":[0.004315559,0.0001132297,0.000104211,0.9713205,0.004207431,0.00004503106,0.00004284862,0.00003449073,0.01981669],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9400281,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491194331233295,"score_gpt":0.3755034096734765,"score_spread":0.3305914663611435,"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."}}