{"id":"W6899093836","doi":"10.58052/neon0cmjq","title":"NEON0CMJQ [ 1574361 ] Specimen Macrobiology>Biology Rhyacophila alberta gr.","year":2024,"lang":"en","type":"other","venue":"System for Earth Sample Registration (SESAR)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Holotype; Fishing","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000955235,0.001411046,0.001872542,0.0009284983,0.0002297583,0.0003112876,0.0008888585,0.001929343,0.004052926],"category_scores_gemma":[0.0004513988,0.001328396,0.0008063014,0.0006571437,0.0005961003,0.0001357992,0.0001526877,0.000613756,0.03340383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723829,"about_ca_system_score_gemma":0.0005221797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008142414,"about_ca_topic_score_gemma":0.01466347,"domain_scores_codex":[0.9937125,0.0004813106,0.001659531,0.002332314,0.0004173806,0.001396924],"domain_scores_gemma":[0.995002,0.0005864397,0.001734163,0.002089228,0.0002440346,0.0003441717],"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":[0.00009619329,0.00006768163,0.00007901661,0.003172768,0.0008451361,0.00002511542,0.0001173546,0.000009910321,0.001649135,0.09388566,0.8996754,0.0003766591],"study_design_scores_gemma":[0.001206401,0.0003427087,0.00001617783,0.001395938,0.0004095135,0.0002918051,0.0001737135,0.0001095866,0.0002711791,0.001396614,0.9931277,0.001258682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005341769,0.008446218,0.01028575,0.0006085107,0.008382203,0.008242466,0.03405741,0.003287855,0.9266362],"genre_scores_gemma":[0.007605371,0.0000723749,0.004654669,0.00008737632,0.005605043,0.0009273142,0.01597528,0.00340411,0.9616685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09345231,"threshold_uncertainty_score":0.999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456100673656906,"score_gpt":0.2886450989251407,"score_spread":0.2640840921885716,"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."}}