{"id":"W6954899617","doi":"10.57907/mirri/r2kb0c","title":"MIRRI0068727","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Fungus; Identification (biology)","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":[0.0006806671,0.0002848951,0.0003642316,0.000138684,0.001067209,0.0001408762,0.0006396404,0.0002041346,0.9770141],"category_scores_gemma":[0.0006253981,0.0002851261,0.0002254181,0.0002417977,0.0001882476,0.0001029637,0.0003349247,0.0004754977,0.193686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661677,"about_ca_system_score_gemma":0.000576471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008923,"about_ca_topic_score_gemma":0.009935915,"domain_scores_codex":[0.9973289,0.0004675972,0.0003322834,0.0004133864,0.0008302588,0.000627532],"domain_scores_gemma":[0.9986835,0.0003206989,0.0002237913,0.0004804145,0.00006339845,0.0002282129],"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":[0.00001180027,0.0001142812,0.0001082834,0.00001935401,0.00006371532,0.0000674801,0.002502962,0.000001670127,8.246257e-7,0.00009199164,0.996049,0.000968581],"study_design_scores_gemma":[0.0002276707,0.00003107905,0.00005633613,0.00001891679,0.00007592751,0.000001986005,0.006177995,9.626493e-8,0.000001959216,0.000300338,0.9927882,0.0003194967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002313338,0.001613028,0.00000172966,0.003177833,0.0015322,0.0002802419,0.9919779,0.0001012338,0.00108448],"genre_scores_gemma":[0.00009531206,0.002327225,0.00003287607,0.001668538,0.001284676,0.00005610704,0.9763931,0.00002259063,0.0181196],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7833281,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116462330977473,"score_gpt":0.331563002667683,"score_spread":0.3003983793579083,"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."}}