{"id":"W6973717895","doi":"10.57907/mirri/cuwyle","title":"MIRRI0136143","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":"Cyanobacteria; Taxon; Organism; 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":[0.0008747903,0.0009334944,0.0008474659,0.0006326965,0.0003268971,0.000154406,0.001837407,0.0004558417,0.9990719],"category_scores_gemma":[0.0005241778,0.001000819,0.0005179594,0.0006026623,0.000106502,0.0001319957,0.001210015,0.001896731,0.9849573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007642923,"about_ca_system_score_gemma":0.0006406897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338465,"about_ca_topic_score_gemma":0.0003557272,"domain_scores_codex":[0.9945212,0.0006768637,0.0009186486,0.001297903,0.001505928,0.001079441],"domain_scores_gemma":[0.9960082,0.0003108566,0.0007650203,0.002407855,0.0001165476,0.0003915082],"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":[0.00008345424,0.0004564959,0.00002166027,0.00008867904,0.0002188511,0.0008103384,0.00003104541,0.00005670127,0.0001461574,0.00001216953,0.9978321,0.0002423925],"study_design_scores_gemma":[0.0009920091,0.00005801384,0.00001827737,0.00004702214,0.0003218315,0.0001216819,0.00008759983,0.000009129653,0.0001015747,0.0001022958,0.9971187,0.001021847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008275068,0.001363139,0.000002345095,0.0004062353,0.002016897,0.0006174323,0.9950141,0.0004589852,0.00003808261],"genre_scores_gemma":[0.000003414453,0.0002453679,0.0001616755,0.0008463849,0.001018039,0.0002367008,0.9897115,0.0002914469,0.007485447],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01411458,"threshold_uncertainty_score":0.9992442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726328046568194,"score_gpt":0.2673660184515501,"score_spread":0.2501027379858682,"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."}}