{"id":"W6898741478","doi":"10.57907/mirri/dkhwal","title":"MIRRI0068717","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Product (mathematics)","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":["insufficient_payload"],"category_scores_codex":[0.001889301,0.004424543,0.003210703,0.008727112,0.002215013,0.00574703,0.004918905,0.005029934,0.3571518],"category_scores_gemma":[0.01129223,0.001705784,0.002103693,0.01325218,0.001048263,0.00259342,0.003592887,0.002783141,0.4768766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024923,"about_ca_system_score_gemma":0.006395483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03381615,"about_ca_topic_score_gemma":0.05146492,"domain_scores_codex":[0.9978458,0.0002839265,0.0001842386,0.0007470715,0.000522888,0.0004160899],"domain_scores_gemma":[0.9950749,0.001410887,0.0004205144,0.001188322,0.00122414,0.0006811986],"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":[0.00008359512,0.00001740692,0.000336574,0.0008499262,0.00002618791,0.00001310399,0.00003460587,0.0001403503,0.0001759605,0.0003448661,0.996684,0.001293435],"study_design_scores_gemma":[0.0003950251,0.00002890108,0.001845364,0.0003807639,0.00005941596,0.00003243349,0.00007929563,0.0001967282,0.0003454274,0.001168934,0.9954215,0.00004626504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003042409,0.00004425991,0.00003334061,0.00003109616,0.00002062041,0.000006536628,0.9989319,0.0003436333,0.000558218],"genre_scores_gemma":[0.0001283991,0.00004998712,0.0002071733,0.00005075362,0.000006829695,0.00004606303,0.9985662,0.0002033968,0.0007412342],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6428481,"threshold_uncertainty_score":0.9169449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735179883768361,"score_gpt":0.2687690822327126,"score_spread":0.2514172833950289,"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."}}