{"id":"W6936187184","doi":"10.57907/mirri/b7822h","title":"MIRRI0077897","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); Population","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":[0.0009173884,0.0009443005,0.0008620285,0.0006421891,0.0003224443,0.0001554379,0.001850601,0.0004733657,0.9990584],"category_scores_gemma":[0.0005942378,0.001010941,0.0005279497,0.0006117965,0.0001091398,0.0001240787,0.001204736,0.001895393,0.9848815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00079938,"about_ca_system_score_gemma":0.0006663856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251042,"about_ca_topic_score_gemma":0.0003777177,"domain_scores_codex":[0.9944507,0.0006613999,0.0009159035,0.001350821,0.001529064,0.001092051],"domain_scores_gemma":[0.995905,0.0003340319,0.0007667302,0.002482481,0.0001188235,0.0003929532],"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":[0.00009058233,0.0004796084,0.00002518404,0.00008808108,0.0002218118,0.0008648877,0.00003071307,0.00004861443,0.0001452218,0.00001264166,0.9977684,0.0002242613],"study_design_scores_gemma":[0.0009770453,0.00006158925,0.00002071774,0.00004968088,0.0003183841,0.0001219322,0.00009434074,0.000007948282,0.00009777253,0.0001234303,0.9970954,0.001031739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008574212,0.001376248,0.000002601256,0.0003649014,0.002132081,0.0006218998,0.9949052,0.0004749492,0.00003642426],"genre_scores_gemma":[0.000003532817,0.0002347519,0.0001779558,0.0007849527,0.001041565,0.0002349984,0.9891607,0.0003074038,0.008054126],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01417698,"threshold_uncertainty_score":0.9992341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738172440153386,"score_gpt":0.2690397766133712,"score_spread":0.2516580522118373,"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."}}