{"id":"W6917471144","doi":"10.57907/mirri/updfv1","title":"MIRRI0047125","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; Circumscription; Key (lock)","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":[0.000881363,0.0009405986,0.0008628079,0.0006419505,0.000323092,0.0001558627,0.001851937,0.0004697662,0.9990419],"category_scores_gemma":[0.000605955,0.001007231,0.0005352271,0.0006126736,0.0001090757,0.0001235228,0.001199596,0.00187535,0.9840057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000819411,"about_ca_system_score_gemma":0.0007083707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317132,"about_ca_topic_score_gemma":0.0004306752,"domain_scores_codex":[0.9945055,0.0006576852,0.0009098947,0.001347102,0.001503486,0.001076389],"domain_scores_gemma":[0.9959325,0.0003283784,0.0007552599,0.002482675,0.0001166632,0.000384564],"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":[0.00009071079,0.0004830634,0.00002064864,0.00009049182,0.0002258122,0.0008322031,0.0000297437,0.00005356605,0.0001447832,0.0000151054,0.9977806,0.0002332314],"study_design_scores_gemma":[0.0009986419,0.0000609245,0.00001726902,0.00005227783,0.000327335,0.0001180504,0.00009041944,0.000007781192,0.00009425572,0.0001354648,0.997076,0.001021566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007231923,0.001397115,0.000002533029,0.000413106,0.002089689,0.0006259173,0.9948772,0.000484133,0.00003796294],"genre_scores_gemma":[0.000003443867,0.0002350027,0.0001803057,0.0007879802,0.000990084,0.0002412739,0.9888536,0.000298888,0.008409476],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01503621,"threshold_uncertainty_score":0.9992378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685466209302569,"score_gpt":0.2679293047624966,"score_spread":0.2510746426694709,"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."}}