{"id":"W4411659474","doi":"10.51847/vdyo3wm","title":"10.51847/VdYo3wM","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.00006316261,0.00008374779,0.00009988436,0.000004055475,0.000120027,0.00002627292,0.0001536153,0.00003289642,0.9945134],"category_scores_gemma":[0.0000196572,0.00002915739,0.0000407026,0.000171491,0.00001975497,0.00004282423,0.00004040294,0.00003974178,0.9724873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001134202,"about_ca_system_score_gemma":0.000001468701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005516804,"about_ca_topic_score_gemma":0.000002225492,"domain_scores_codex":[0.9994249,0.00001792701,0.00009121413,0.0001589585,0.0001042394,0.0002027636],"domain_scores_gemma":[0.9997937,0.00005531343,0.00001063814,0.00003823131,0.00002110591,0.00008103222],"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":[0.00001355327,0.00001948929,0.00000350407,5.21926e-7,0.000004364815,0.000001872667,0.000008729086,0.00000119092,0.003675041,3.242355e-7,0.0234831,0.9727883],"study_design_scores_gemma":[0.00002941832,0.0001411902,0.003217007,0.000004604147,0.000002786605,0.000002217282,0.000001180101,0.000005156299,0.000131138,0.000002236411,0.9963611,0.000101923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1794384,0.00003234308,3.437868e-9,0.001068011,0.000001498269,0.00007804143,0.00001165608,0.00009157835,0.8192785],"genre_scores_gemma":[0.01282768,6.122677e-7,0.00001579796,0.0002130399,0.0001819862,0.00001263956,0.000009047943,5.181278e-7,0.9867387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.972878,"threshold_uncertainty_score":0.1189004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165492336204756,"score_gpt":0.1762882999465459,"score_spread":0.1646333765844983,"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."}}