{"id":"W4411617632","doi":"10.51847/4l2f579","title":"10.51847/4L2F579","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspididae; Scale insect; Hemiptera; Scale (ratio); Palm; Botany; Biology; Horticulture; PEST analysis; Geography; Homoptera; Cartography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001552812,0.00007849543,0.00009188268,0.000007647351,0.00009192379,0.00006521052,0.000291529,0.0000452223,0.9972789],"category_scores_gemma":[0.00004352184,0.00002740892,0.0000473116,0.0002997049,0.00002829628,0.00007703821,0.00004297173,0.00006729994,0.9839535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001539635,"about_ca_system_score_gemma":0.000004153278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008776927,"about_ca_topic_score_gemma":0.00000200684,"domain_scores_codex":[0.9991182,0.00005250455,0.00009672573,0.0001971455,0.0002434282,0.0002920154],"domain_scores_gemma":[0.9996063,0.00009501311,0.00001057667,0.0000603347,0.0000290678,0.0001987067],"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":[0.00003522387,0.00002502439,9.563161e-7,4.574174e-7,0.000002789839,0.000005111814,0.000002667291,0.000002352153,0.01401601,4.225043e-7,0.02961344,0.9562955],"study_design_scores_gemma":[0.00003885099,0.0002326874,0.003243743,0.000003865231,0.000001215073,0.000003917171,6.055476e-7,0.00002376043,0.0002188769,0.000005555261,0.9961338,0.00009314522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1958742,0.00002070163,7.241807e-9,0.001301976,0.000001028379,0.0001196067,0.00001389308,0.00008014106,0.8025884],"genre_scores_gemma":[0.008987797,6.911171e-7,0.00001636117,0.0001121504,0.0001732768,0.00001402925,0.00001399429,6.695666e-7,0.9906811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9665203,"threshold_uncertainty_score":0.1117703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166562278455162,"score_gpt":0.2051484193815847,"score_spread":0.1884921915360685,"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."}}