{"id":"W6945338880","doi":"10.25334/qkv8-jb41","title":"Hotter and Smaller?","year":2025,"lang":"en","type":"article","venue":"QUBES","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of the Fraser Valley","funders":"","keywords":"Presentation (obstetrics); Class (philosophy); Period (music); Interview; Data collection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002491351,0.0005981401,0.0005594477,0.0005454357,0.001970486,0.002221065,0.0006324665,0.000833099,0.7462803],"category_scores_gemma":[0.0009815225,0.0002944407,0.0003984721,0.0004013325,0.0004720085,0.002909889,0.002992968,0.001752671,0.5354165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959526,"about_ca_system_score_gemma":0.00036435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536205,"about_ca_topic_score_gemma":0.01095651,"domain_scores_codex":[0.9997728,0.00002477716,0.000008103942,0.00005525514,0.000066847,0.00007220684],"domain_scores_gemma":[0.999667,0.00002084294,0.00002428208,0.00002319677,0.00007595359,0.0001887445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002897545,0.00005024556,0.0003979084,0.00006217305,0.000001631943,0.00008050863,0.0006755262,0.00001113298,0.0007218798,0.001696516,0.9296734,0.06660014],"study_design_scores_gemma":[0.000007372394,0.00002363604,0.001562342,0.00003815787,0.00000148226,0.0001265247,0.001195309,0.00001502327,0.0001876384,0.0004950875,0.996339,0.000008499917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008755148,0.0009404695,0.001794501,0.01160138,0.00686608,0.0003317168,0.003140791,0.003236998,0.963333],"genre_scores_gemma":[0.007588806,0.0002848712,0.0009760039,0.003767496,0.0003141596,0.00005072141,0.0005521813,0.0006693783,0.9857964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7462803,"threshold_uncertainty_score":0.3619004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115985972228974,"score_gpt":0.1696792176974357,"score_spread":0.1585193579751459,"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."}}