{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002010493,0.00447337,0.003069921,0.009282789,0.002236688,0.00620869,0.004520509,0.005144278,0.45683],"category_scores_gemma":[0.01343317,0.001976125,0.002101145,0.01551278,0.001127831,0.003079677,0.004323378,0.002775447,0.5310029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980877,"about_ca_system_score_gemma":0.007279905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04420905,"about_ca_topic_score_gemma":0.06666937,"domain_scores_codex":[0.9977636,0.0002905143,0.0002127229,0.0007557506,0.0005238862,0.000453483],"domain_scores_gemma":[0.9933262,0.002004841,0.0005520217,0.001456349,0.001685246,0.0009752581],"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":[0.00005339156,0.00001237636,0.0002693558,0.0007019258,0.00001811048,0.000008946977,0.0000314514,0.0001044264,0.0001039098,0.0003273756,0.9974591,0.0009096967],"study_design_scores_gemma":[0.0003859254,0.00002334352,0.001830209,0.0004376775,0.00004621612,0.00002670481,0.00009048721,0.0001665113,0.0002554268,0.00119674,0.9954942,0.00004662833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002068794,0.00003048883,0.00002672346,0.00003261822,0.00001945226,0.000005743748,0.999033,0.0002836185,0.0005477465],"genre_scores_gemma":[0.0001170581,0.00004898156,0.000200108,0.00006544332,0.000007906679,0.00005098059,0.9983382,0.0002565124,0.0009148706],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.54317,"threshold_uncertainty_score":0.7747661,"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."}}