{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001595629,0.004015002,0.002726318,0.006875863,0.00175865,0.005048201,0.004278418,0.004097586,0.2978006],"category_scores_gemma":[0.009574092,0.001288386,0.002044489,0.009743256,0.0008885721,0.001998443,0.003353262,0.002149479,0.3297481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536829,"about_ca_system_score_gemma":0.004194712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01845933,"about_ca_topic_score_gemma":0.0294782,"domain_scores_codex":[0.9984276,0.0002212231,0.0001431074,0.000632902,0.0003089144,0.0002663517],"domain_scores_gemma":[0.9963405,0.001206447,0.0003561594,0.0007994631,0.000697336,0.0006001021],"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":[0.0001332318,0.00002551173,0.000806407,0.001307712,0.00005357644,0.00002400004,0.0000399019,0.0001828776,0.0002312356,0.0004002113,0.9951196,0.001675756],"study_design_scores_gemma":[0.0007633833,0.00004513819,0.003706125,0.0004640971,0.0001128469,0.00005878558,0.0001014285,0.0002803773,0.0004516594,0.00150362,0.9924558,0.00005666281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006384125,0.00006054684,0.00003650754,0.00003795503,0.00002424556,0.000008592217,0.9988564,0.0004190889,0.0004927837],"genre_scores_gemma":[0.0002988529,0.00006213255,0.0002761993,0.00007998248,0.00001071893,0.00006152687,0.9981894,0.0002305782,0.0007906002],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7021994,"threshold_uncertainty_score":0.9962423,"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."}}