{"id":"W4406584453","doi":"10.1016/s0967-0653(98)86319-9","title":"10.1016/s0967-0653(98)86319-9","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":"Bioluminescence; Oceanography; Bacteria; Fishery; Marine bacteriophage; Zoology; Biology; Geology; Paleontology","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":[0.001462771,0.003155707,0.002493542,0.003056698,0.002797825,0.004323544,0.003976793,0.005418533,0.9871329],"category_scores_gemma":[0.001767609,0.001174816,0.001921408,0.002832092,0.002695576,0.005537567,0.003153796,0.003577199,0.9922167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273325,"about_ca_system_score_gemma":0.001094291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003152407,"about_ca_topic_score_gemma":0.002325762,"domain_scores_codex":[0.999283,0.00004620256,0.00004976818,0.0002852907,0.0001879552,0.0001477993],"domain_scores_gemma":[0.9974809,0.0005198198,0.0001779525,0.0002811889,0.0005365274,0.001003535],"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":[0.0004992722,0.0003098689,0.0007178469,0.0007408062,0.00006846338,0.0002633755,0.0001347486,0.0003824178,0.003682319,0.00569768,0.3512648,0.6362384],"study_design_scores_gemma":[0.00006882235,0.0001687247,0.0007751865,0.0003917711,0.00002071111,0.0005296221,0.0001178857,0.000196516,0.0004779109,0.0006402752,0.9965837,0.00002895313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005463775,0.0006814614,0.001301827,0.0006156391,0.0005123974,0.0001716605,0.0007440072,0.00119166,0.994235],"genre_scores_gemma":[0.0005853932,0.0003468579,0.0005847052,0.000226329,0.0001068294,0.00008479441,0.0004509545,0.0001539105,0.9974602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01286709,"threshold_uncertainty_score":0.01835328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006671713276734062,"score_gpt":0.2071549631688113,"score_spread":0.2004832498920773,"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."}}