{"id":"W4406484655","doi":"10.1016/0967-0653(93)91549-r","title":"10.1016/0967-0653(93)91549-r","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pollution; Light pollution; Environmental science; Luminescence; Luminescent bacteria; Environmental chemistry; Ecology; Bacteria; Chemistry; Biology; Materials science; Optoelectronics; Optics; Physics","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":[0.001122906,0.002812411,0.002095171,0.00306714,0.002632102,0.00376035,0.00347252,0.004476569,0.9846216],"category_scores_gemma":[0.001455848,0.001094802,0.001717009,0.002100565,0.002164961,0.003455595,0.00282368,0.002550633,0.9888971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009814972,"about_ca_system_score_gemma":0.0008835336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513122,"about_ca_topic_score_gemma":0.002651455,"domain_scores_codex":[0.9993538,0.00004667218,0.00003902984,0.0002553086,0.0001703286,0.0001348049],"domain_scores_gemma":[0.997987,0.0004468526,0.000111208,0.0002462848,0.0003908098,0.0008177239],"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":[0.0006152944,0.0004981775,0.000892801,0.0007141727,0.00007785141,0.0004020113,0.0001253604,0.0004707549,0.007462471,0.004733092,0.391349,0.592659],"study_design_scores_gemma":[0.00009877294,0.0002528175,0.001266977,0.0003429423,0.00002604397,0.000756207,0.0001422611,0.0002679384,0.001032583,0.000774278,0.9950085,0.00003078908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006708317,0.0005236759,0.001268105,0.0006356831,0.0004066279,0.0001854908,0.0009726926,0.001422283,0.9939145],"genre_scores_gemma":[0.0009412747,0.0003360432,0.0005989038,0.0002195327,0.00009850335,0.0000739654,0.0006278898,0.0001889587,0.996915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01537836,"threshold_uncertainty_score":0.02193528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0059719192981113,"score_gpt":0.2009374838146002,"score_spread":0.1949655645164889,"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."}}