{"id":"W6955143765","doi":"10.57907/mirri/jdhiie","title":"MIRRI0058926","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Natural (archaeology)","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":[0.0002851613,0.0004585484,0.0004555454,0.000236951,0.0001559102,0.00004785251,0.0008232744,0.0003630796,0.9952304],"category_scores_gemma":[0.00005740504,0.0004881693,0.0004253345,0.00015516,0.00006194976,0.00003265076,0.0003613192,0.0008969092,0.523136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267445,"about_ca_system_score_gemma":0.0001505567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002708076,"about_ca_topic_score_gemma":0.0006031866,"domain_scores_codex":[0.9975267,0.0002432228,0.0005115865,0.0008369741,0.0002720526,0.0006094422],"domain_scores_gemma":[0.998077,0.000140684,0.0003063281,0.001269115,0.00003059833,0.0001763138],"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":[0.00005549867,0.0004107065,0.00003433525,0.00004236211,0.0002595888,0.0001323365,0.00007490617,0.00000737959,0.00000509486,0.0004230652,0.9960862,0.002468555],"study_design_scores_gemma":[0.0007707305,0.00008186214,0.0003592891,0.0000120884,0.0001221961,0.00001895435,0.0003326629,8.826438e-7,0.000001096531,0.0002928466,0.9974875,0.0005198338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000524219,0.0020998,0.000005636448,0.0006744454,0.004820283,0.0003712255,0.9904531,0.00008760797,0.0009637001],"genre_scores_gemma":[0.00004014353,0.0004502562,0.00003699586,0.001396982,0.0004575152,0.0002317579,0.9793133,0.00007063954,0.01800238],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4720944,"threshold_uncertainty_score":0.999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507764797225038,"score_gpt":0.2986809890293914,"score_spread":0.2836033410571411,"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."}}