{"id":"W6973914264","doi":"10.57907/mirri/z9emrs","title":"MIRRI0119529","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); 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":[0.0008723913,0.0009303662,0.0008460518,0.0006322598,0.0003321313,0.0001509604,0.001842004,0.0004547561,0.9990602],"category_scores_gemma":[0.0005337251,0.001001265,0.0005185897,0.0005867576,0.000109283,0.0001305152,0.001211461,0.001867897,0.9840432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007692233,"about_ca_system_score_gemma":0.0006626034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237008,"about_ca_topic_score_gemma":0.0003718483,"domain_scores_codex":[0.9945412,0.000673034,0.0009146265,0.001299274,0.001494024,0.001077847],"domain_scores_gemma":[0.9960124,0.0003047156,0.0007644885,0.002416908,0.0001166612,0.0003847539],"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":[0.00009069308,0.0004742889,0.00002151763,0.00008719151,0.0002188085,0.0008596745,0.00003199961,0.00005086654,0.0001455416,0.00001319608,0.997771,0.0002352114],"study_design_scores_gemma":[0.0009939977,0.0000576305,0.00001764046,0.00004675275,0.0003096121,0.000128691,0.00009330933,0.00000878909,0.0001001778,0.0001095844,0.9971116,0.001022259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007911855,0.001412598,0.000002348627,0.0003876336,0.002134777,0.0006086189,0.99488,0.0004539576,0.00004094875],"genre_scores_gemma":[0.00000367216,0.0002610105,0.000165796,0.0008077891,0.0009881358,0.0002368525,0.9899702,0.0002907675,0.007275792],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01501698,"threshold_uncertainty_score":0.9992438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778743779562029,"score_gpt":0.2674397624593005,"score_spread":0.2496523246636802,"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."}}