{"id":"W6949420084","doi":"10.5281/zenodo.14187357","title":"Scambus albitibia","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaise; Cave; Period (music); Rainforest","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":[],"consensus_categories":[],"category_scores_codex":[0.00005609278,0.0006097962,0.0002587311,0.001155625,0.0007901219,0.0002375963,0.000282726,0.0002599739,0.01505203],"category_scores_gemma":[0.0001645059,0.0001680535,0.000181986,0.0003970338,0.0002402806,0.000306884,0.0004228429,0.0003729483,0.005323588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003760171,"about_ca_system_score_gemma":0.0001148606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0120135,"about_ca_topic_score_gemma":0.02578693,"domain_scores_codex":[0.9999403,0.000004469926,0.000004131916,0.00002200875,0.00001613506,0.00001292657],"domain_scores_gemma":[0.999944,0.000005410271,0.00002617485,0.00000417917,0.00001211227,0.000008019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007289926,0.0003482225,0.1330187,0.001040046,0.0001010322,0.004899967,0.001934148,0.0006087193,0.0731234,0.004387044,0.04600168,0.7338081],"study_design_scores_gemma":[0.00007608833,0.0003777191,0.7530739,0.0004444391,0.0001349378,0.007366327,0.0008268551,0.0008319441,0.003397083,0.0009959053,0.232453,0.0000219875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5609964,0.009046836,0.00363346,0.0007098935,0.0003687894,0.0008321933,0.005903901,0.000929144,0.4175794],"genre_scores_gemma":[0.9554087,0.001537153,0.005046559,0.0004863231,0.00009222962,0.0002055894,0.004692109,0.00003567119,0.0324956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505203,"threshold_uncertainty_score":0.050354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203502033786351,"score_gpt":0.2142343865747922,"score_spread":0.1938841831961571,"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."}}