{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006910981,0.00173825,0.0009117603,0.002421465,0.00142988,0.002885604,0.001720315,0.003390719,0.9800335],"category_scores_gemma":[0.0009776354,0.0004864234,0.0007462647,0.001602367,0.0007925508,0.002177895,0.002398766,0.001189266,0.9802245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158932,"about_ca_system_score_gemma":0.0006325063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911085,"about_ca_topic_score_gemma":0.002819324,"domain_scores_codex":[0.9994766,0.00002871347,0.00002816922,0.0001705506,0.0001820344,0.0001139783],"domain_scores_gemma":[0.9990244,0.0001616028,0.00005883404,0.0001493473,0.0002789076,0.0003268896],"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":[0.0003627697,0.00033,0.001062612,0.0003499666,0.00001864405,0.0003262236,0.00007572346,0.0003397395,0.006990481,0.003028241,0.2660798,0.7210358],"study_design_scores_gemma":[0.0000555841,0.00008631832,0.001322862,0.0001764989,0.00001001877,0.0003107342,0.00007229112,0.0003167481,0.001257714,0.0006099296,0.9957641,0.000017224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001632685,0.0006827345,0.001658856,0.0008356396,0.0004858783,0.0001458017,0.00234364,0.002400581,0.9898141],"genre_scores_gemma":[0.002090142,0.0001675144,0.000589092,0.0002374864,0.00005960113,0.00004025276,0.001086332,0.0002144785,0.9955152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01996654,"threshold_uncertainty_score":0.02847987,"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."}}