{"id":"W6954902668","doi":"10.57907/mirri/mlfexp","title":"MIRRI0090473","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":"Taxon; Organism; Identification (biology); Natural (archaeology)","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":[0.00170751,0.004480236,0.003005616,0.008978824,0.002143149,0.005748126,0.004652749,0.005075747,0.3705298],"category_scores_gemma":[0.01130956,0.001619584,0.0020123,0.0142734,0.00109171,0.002757856,0.003632744,0.002564935,0.4699438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002647528,"about_ca_system_score_gemma":0.006384823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03826532,"about_ca_topic_score_gemma":0.05977329,"domain_scores_codex":[0.9979841,0.0002594285,0.0001797312,0.0007118573,0.0004865578,0.0003783062],"domain_scores_gemma":[0.9952835,0.001394057,0.0003791366,0.001086984,0.001184733,0.0006715539],"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":[0.00006651315,0.00001614509,0.0002789357,0.0008014243,0.0000211538,0.00001242402,0.0000328693,0.0001265088,0.0001375055,0.0003120852,0.9970127,0.001181612],"study_design_scores_gemma":[0.0003636353,0.00002530611,0.001644499,0.0003912579,0.00004944537,0.0000328063,0.0000839148,0.0002037585,0.000282741,0.001089337,0.9957911,0.00004222605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00003080409,0.00004815394,0.00003062214,0.00003650079,0.00002307433,0.000006642376,0.9988451,0.0003521562,0.0006270156],"genre_scores_gemma":[0.0001261237,0.00005544647,0.0002071801,0.00005514221,0.000007258394,0.00004353658,0.9985023,0.0002024565,0.0008005095],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6294702,"threshold_uncertainty_score":0.8978629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719132268409144,"score_gpt":0.2680781507276355,"score_spread":0.2508868280435441,"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."}}