{"id":"W6950056285","doi":"10.5281/zenodo.5997854","title":"Liriomyza","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Significant difference; Natural enemies; Infestation; Green house","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002181087,0.00007262593,0.00007413299,0.00001469486,0.002665013,0.000265409,0.0004791512,0.00003720276,0.02660882],"category_scores_gemma":[0.0001070541,0.00003132464,0.00003883814,0.000373468,0.0001713926,0.00007963991,0.0005947718,0.00008909812,0.009961557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002570343,"about_ca_system_score_gemma":3.165611e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003016936,"about_ca_topic_score_gemma":0.000003438097,"domain_scores_codex":[0.9991906,0.00008423401,0.0001045519,0.0002253322,0.0001520102,0.0002433212],"domain_scores_gemma":[0.9994789,0.00001310375,0.000037453,0.00007209514,0.0003071238,0.00009129094],"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":[0.00002219141,0.00005029525,0.000008389153,0.000004317513,0.00001403274,0.000002269567,0.0002021538,1.948238e-7,0.01353761,0.000914422,0.43774,0.5475041],"study_design_scores_gemma":[0.00007436075,0.0003713096,0.006439459,0.000006480485,0.000003011828,0.00002314422,0.0002205899,0.00002441205,0.0002462904,0.0001242055,0.9923799,0.00008680388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4086127,0.0001319954,0.0001019369,0.004847384,0.0009413543,0.0003441696,0.0001672671,0.001091721,0.5837615],"genre_scores_gemma":[0.9951603,0.00007489852,0.00006621404,0.000302649,0.002378719,1.123355e-8,0.0003183331,0.0000528953,0.001646019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5865476,"threshold_uncertainty_score":0.9986334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438589641829761,"score_gpt":0.2229431926118156,"score_spread":0.188557296193518,"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."}}