{"id":"W7077147001","doi":"10.5281/zenodo.16928080","title":"Hellwigia arfakensis Senjaya & A. D. Poulsen 2025, comb. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Subject (documents); Selection (genetic algorithm); Identification (biology); Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001817556,0.00116203,0.0004068561,0.001195036,0.0009168368,0.0004976388,0.0007292917,0.0006414717,0.0090396],"category_scores_gemma":[0.0005488427,0.0003636883,0.0002531318,0.00092066,0.0005332708,0.001836568,0.001020265,0.0008956327,0.00562574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007314838,"about_ca_system_score_gemma":0.0005209243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308056,"about_ca_topic_score_gemma":0.02748974,"domain_scores_codex":[0.9998504,0.00001107779,0.00002075797,0.00006192742,0.00003196463,0.00002389483],"domain_scores_gemma":[0.9998187,0.00003350653,0.00006583061,0.00002325871,0.00003259249,0.00002618495],"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":[0.0003794212,0.0001427079,0.03231321,0.0009756231,0.0001894372,0.005406528,0.001840005,0.001768883,0.02274412,0.003603776,0.05679721,0.873839],"study_design_scores_gemma":[0.0001885384,0.0003152562,0.3607112,0.0009385818,0.0003195296,0.01661965,0.00286621,0.0009074796,0.004108175,0.003140234,0.6097946,0.00009051144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4360345,0.06856774,0.01970257,0.003128524,0.005868708,0.00154622,0.02337822,0.00198309,0.4397905],"genre_scores_gemma":[0.8703029,0.01888903,0.01876576,0.0023813,0.0005273382,0.0007212459,0.01101826,0.0001249213,0.07726929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01308056,"threshold_uncertainty_score":0.03024054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488877617670725,"score_gpt":0.2385216267595174,"score_spread":0.2136328505828102,"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."}}