{"id":"W6954837804","doi":"10.57907/mirri/6mnclm","title":"MIRRI0086939","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Scientific Research and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Filamentous fungus; Confusion","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","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008157804,0.0003053946,0.0003283103,0.0006328861,0.0002904071,0.0003362904,0.005571629,0.0002525719,0.8790084],"category_scores_gemma":[0.0003856493,0.0002881883,0.0001921685,0.0008615887,0.0001082514,0.0001775379,0.002961235,0.001041677,0.2533486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542658,"about_ca_system_score_gemma":0.0005086733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002669459,"about_ca_topic_score_gemma":0.00007229585,"domain_scores_codex":[0.9964191,0.0002306569,0.0003881411,0.001109847,0.001061057,0.0007912223],"domain_scores_gemma":[0.9965636,0.0002156686,0.0002037502,0.002698201,0.00008823552,0.0002305892],"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":[0.000003371154,0.0001180478,0.00000319291,0.0000172201,0.00002855791,0.0004514989,0.00001267802,0.000003580965,0.00003376888,0.0007563279,0.991217,0.007354723],"study_design_scores_gemma":[0.000250988,0.0000643243,0.000005327259,0.000008984244,0.00000586813,0.0000773891,0.00001600136,0.0001860495,0.0002216475,0.002481265,0.9963914,0.0002907687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002132577,0.0007245178,0.002887216,0.003463674,0.002643176,0.0002893496,0.9895704,0.0003618657,0.0000384734],"genre_scores_gemma":[0.000007496912,0.0003266403,0.003043704,0.0005170553,0.000181142,0.0001162313,0.9899465,0.00001662382,0.005844614],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6256598,"threshold_uncertainty_score":0.999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175644755726771,"score_gpt":0.2686218655752762,"score_spread":0.2510573900025991,"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."}}