{"id":"W6917520334","doi":"10.57907/mirri/yub2s1","title":"MIRRI0071521","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); 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":[0.000912475,0.000940182,0.0008647883,0.0006397126,0.0003199482,0.0001567361,0.001828068,0.0004727934,0.9991603],"category_scores_gemma":[0.0006120485,0.001008215,0.0005303619,0.0006160606,0.0001082075,0.0001235408,0.001204557,0.001887044,0.9847863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007923814,"about_ca_system_score_gemma":0.0006753984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257016,"about_ca_topic_score_gemma":0.0003940799,"domain_scores_codex":[0.994453,0.00066813,0.0009155858,0.001350873,0.001525509,0.001086931],"domain_scores_gemma":[0.995899,0.0003383339,0.0007649429,0.002485544,0.0001207037,0.0003915154],"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":[0.00009028292,0.0004825703,0.00002298133,0.00008723522,0.0002232322,0.0009027621,0.00003025081,0.0000463082,0.0001623427,0.00001442737,0.997707,0.0002306183],"study_design_scores_gemma":[0.0009904411,0.00006041992,0.00001843696,0.00005043524,0.0003198428,0.00012618,0.000100568,0.000007443768,0.0001023474,0.0001192499,0.9970759,0.001028788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000841113,0.001407522,0.00000236863,0.000384687,0.002125816,0.0006113386,0.9948954,0.000448112,0.00004064159],"genre_scores_gemma":[0.000003572137,0.0002356025,0.0001757667,0.0007840766,0.001035953,0.0002315694,0.9891704,0.0003053044,0.00805778],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01437407,"threshold_uncertainty_score":0.9992368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736203560463953,"score_gpt":0.2688935100999984,"score_spread":0.2515314744953589,"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."}}