{"id":"W6973570689","doi":"10.57907/mirri/wpkvw7","title":"MIRRI0128054","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":[0.0008809724,0.0009331128,0.000843577,0.0006331863,0.0003272678,0.0001569244,0.001904111,0.0004545357,0.9991017],"category_scores_gemma":[0.0005562166,0.001001191,0.0005183856,0.000605829,0.0001061158,0.0001379885,0.001277067,0.001898444,0.9839306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007748723,"about_ca_system_score_gemma":0.0006475438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172005,"about_ca_topic_score_gemma":0.0003190694,"domain_scores_codex":[0.9945301,0.0006769477,0.0009098507,0.001288993,0.00150389,0.001090183],"domain_scores_gemma":[0.9959487,0.000314055,0.0007604724,0.002467582,0.0001145777,0.000394659],"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":[0.00008718976,0.0004754198,0.00001743597,0.0000891518,0.0002189881,0.0008044356,0.00003122817,0.00005161914,0.0001462156,0.0000127877,0.9977723,0.0002932468],"study_design_scores_gemma":[0.0009828748,0.00005570819,0.00001608307,0.00004577314,0.0003251443,0.000129737,0.00008713186,0.00001013488,0.0001013329,0.0001055474,0.9971179,0.001022578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007543327,0.00140209,0.000002292251,0.0003977351,0.002125955,0.0006169248,0.9948849,0.0004526656,0.00004201265],"genre_scores_gemma":[0.000003649292,0.0002536579,0.0001668582,0.0008264926,0.001031951,0.0002529407,0.9896814,0.0002909098,0.007492206],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01517105,"threshold_uncertainty_score":0.9992439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751384579420048,"score_gpt":0.2685908242507782,"score_spread":0.2510769784565777,"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."}}