{"id":"W7032622014","doi":"","title":"Projet TRAP","year":2022,"lang":"fr","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trap (plumbing); Key (lock)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004114748,0.0009541092,0.001114102,0.0001030701,0.0009026853,0.0002400737,0.002857348,0.0007236951,0.9970785],"category_scores_gemma":[0.002361738,0.0005788577,0.0006987387,0.0006751613,0.0006002698,0.0001861184,0.005233153,0.001415196,0.9288666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007206082,"about_ca_system_score_gemma":0.0001247457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617363,"about_ca_topic_score_gemma":0.001397445,"domain_scores_codex":[0.9909666,0.001685434,0.0009823964,0.004281144,0.0009017937,0.001182605],"domain_scores_gemma":[0.9959282,0.000989186,0.0006338144,0.001895311,0.000136866,0.0004165817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001379846,0.001373518,0.09489413,0.0003227317,0.0007920329,0.0001713078,0.002493429,0.00009174558,0.01204359,0.005256738,0.5712648,0.311158],"study_design_scores_gemma":[0.0003022918,0.000006678923,0.04771504,0.0001324896,0.0001318044,0.00006084122,0.0005092567,0.00003819974,0.0008445486,0.001547885,0.9477466,0.0009643428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03788646,0.00003292798,0.000009322018,0.004065279,0.001428506,0.002063561,0.0002070256,0.0002904117,0.9540165],"genre_scores_gemma":[0.01591955,0.0007076694,0.0003304918,0.0008093229,0.0008967153,0.0009797683,0.0001357575,0.00005037148,0.9801704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3764818,"threshold_uncertainty_score":0.9996663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278356261709449,"score_gpt":0.2420020717456326,"score_spread":0.2192185091285381,"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."}}