{"id":"W6955052530","doi":"10.57907/mirri/1ksnw0","title":"MIRRI0128180","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; Key (lock); Identification (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001371562,0.004579271,0.002382636,0.006429823,0.00149817,0.004188637,0.003829719,0.004022098,0.2056613],"category_scores_gemma":[0.008512168,0.001052775,0.002093799,0.00842122,0.0008214508,0.001809823,0.002918359,0.001840929,0.290243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376434,"about_ca_system_score_gemma":0.003567113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01803332,"about_ca_topic_score_gemma":0.03155761,"domain_scores_codex":[0.9984367,0.0002420348,0.0001319929,0.0006345604,0.0003147311,0.0002399716],"domain_scores_gemma":[0.9973261,0.0008280922,0.0002218593,0.0006466713,0.0005458231,0.0004313725],"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":[0.0001096434,0.00002679535,0.0006289755,0.001062327,0.0000478088,0.00002249335,0.0000293625,0.0002522572,0.0001870162,0.0003310569,0.9952551,0.002047369],"study_design_scores_gemma":[0.0007445386,0.00005659299,0.003106552,0.0004381352,0.00011416,0.00008112496,0.00010722,0.0006485502,0.000536935,0.002018407,0.9920908,0.00005689382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008675838,0.0001038845,0.0000556991,0.00005089058,0.00003147939,0.00001093926,0.9983792,0.0006877757,0.0005933288],"genre_scores_gemma":[0.0002861608,0.00007334549,0.0003139869,0.0000798441,0.00001157402,0.00005815922,0.9982401,0.0001847299,0.0007521287],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7943388,"threshold_uncertainty_score":0.6880054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006597168097954219,"score_gpt":0.2585050707904338,"score_spread":0.2519079026924795,"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."}}