{"id":"W6955294217","doi":"10.57907/mirri/tfjeps","title":"MIRRI0029809","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Point (geometry)","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":[0.0002789005,0.000371057,0.0003264711,0.0001396063,0.0001052095,0.00005051846,0.0007442742,0.0003389473,0.8286252],"category_scores_gemma":[0.0001733735,0.0003931288,0.0003724156,0.0001224257,0.0000530582,0.000001963424,0.0007546746,0.0003945575,0.02189041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004929766,"about_ca_system_score_gemma":0.0001679187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454486,"about_ca_topic_score_gemma":0.000162221,"domain_scores_codex":[0.9980381,0.0001691627,0.0003795656,0.0007618161,0.0003093115,0.0003420815],"domain_scores_gemma":[0.9981214,0.00001917087,0.0002525606,0.001426407,0.00007382427,0.0001065789],"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":[0.0000240868,0.0001395974,0.00002005609,0.00002479052,0.0001568192,0.00006951363,0.000002478633,0.00000411053,0.01997353,6.285856e-7,0.9790612,0.0005232052],"study_design_scores_gemma":[0.000204163,0.00009233167,0.000004394938,0.000008404545,0.0001534639,0.00002875041,0.00001789772,0.000001947752,0.03457282,0.00002063,0.9644904,0.0004048358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003928354,0.001996703,0.0001042019,0.0001634659,0.0001226495,0.0002438603,0.9968475,0.00005199393,0.00007676284],"genre_scores_gemma":[0.00004908599,0.002084344,0.0003310167,0.0009506344,0.0005334246,0.00009321461,0.9874842,0.00004787898,0.008426183],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8067348,"threshold_uncertainty_score":0.9998521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006471956977593431,"score_gpt":0.2576034905404512,"score_spread":0.2511315335628577,"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."}}