{"id":"W6936513524","doi":"10.57907/mirri/acptqq","title":"MIRRI0119511","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; Key (lock); 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":[0.0008701509,0.0009287773,0.0008456073,0.0006323459,0.0003301712,0.000147333,0.001841623,0.0004540683,0.9990741],"category_scores_gemma":[0.0005287259,0.001000036,0.0005177748,0.000585207,0.0001090695,0.0001302359,0.001209217,0.001860173,0.9839821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007513886,"about_ca_system_score_gemma":0.0006536616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329009,"about_ca_topic_score_gemma":0.0003954278,"domain_scores_codex":[0.9945621,0.0006724035,0.0009131412,0.00129596,0.001481551,0.001074834],"domain_scores_gemma":[0.9960256,0.0002995247,0.0007639484,0.002410681,0.0001164461,0.0003837837],"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":[0.00009424554,0.0004785566,0.00002282519,0.00008675679,0.0002160673,0.0008635461,0.00003303941,0.00004884289,0.0001376841,0.0000135391,0.9977794,0.0002255314],"study_design_scores_gemma":[0.0009823414,0.00006072961,0.00001863294,0.00004696345,0.0003141774,0.0001282886,0.00009327321,0.000008494947,0.0001009966,0.0001126308,0.9971127,0.001020789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000819355,0.001389283,0.00000231115,0.0003679692,0.002120798,0.0006058683,0.994939,0.0004534147,0.00003938215],"genre_scores_gemma":[0.000003745355,0.0002574711,0.0001672305,0.0008004862,0.0009676101,0.0002364876,0.9901246,0.0002904564,0.007151912],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01509195,"threshold_uncertainty_score":0.999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817206376201172,"score_gpt":0.2668133896740209,"score_spread":0.2486413259120091,"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."}}