{"id":"W6911375536","doi":"10.5281/zenodo.12654681","title":"Microglanis lundbergi Jarduli & Shibatta, 2013, new species","year":2013,"lang":"en","type":"article","venue":"Open MIND","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ridge; Fish fin; Nova scotia; Spring (device)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006637177,0.0001245911,0.000174153,0.000003896343,0.0002223186,0.0003189,0.0004793607,0.00006299454,0.08439631],"category_scores_gemma":[0.000007641534,0.00004001921,0.00007233051,0.0001309097,0.00005295327,0.0001899362,0.0003213477,0.00007737659,0.007349577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001265666,"about_ca_system_score_gemma":0.000008488481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006980448,"about_ca_topic_score_gemma":0.005603486,"domain_scores_codex":[0.9991955,0.00002082789,0.0001490407,0.0002647562,0.0001009145,0.0002689323],"domain_scores_gemma":[0.9996747,0.00004789127,0.00005425684,0.00005932532,0.00003849045,0.0001253344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004825208,0.00002941934,0.001696319,6.229284e-7,0.00001625614,0.000001759283,0.0000852849,2.057007e-7,0.01601215,0.000008500402,0.4707732,0.5113714],"study_design_scores_gemma":[0.00009500657,0.00009476465,0.1026454,0.000008482369,0.000006139295,0.000003456671,0.0005321931,0.000003304722,0.0009249759,0.0001012068,0.8954456,0.0001394171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8634974,0.0003899554,5.80206e-7,0.01206106,0.0008181059,0.0003547186,0.00002173645,0.000003432361,0.122853],"genre_scores_gemma":[0.3420162,0.00065232,0.004404494,0.0007186629,0.005394334,0.00003257316,0.00007463177,0.000002789666,0.646704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.523851,"threshold_uncertainty_score":0.9996322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03743146194684006,"score_gpt":0.237805950408727,"score_spread":0.200374488461887,"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."}}