{"id":"W6912263917","doi":"10.5281/zenodo.16876291","title":"Sweltsa onkos","year":2025,"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":"Life history; Expansive; State (computer science); Range (aeronautics)","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":[0.0001155491,0.0003657192,0.0003015639,0.001488535,0.00162762,0.00049627,0.0002957788,0.0003287604,0.009558478],"category_scores_gemma":[0.0002593478,0.000221702,0.0002472845,0.0005505208,0.0006372295,0.0005953562,0.001302068,0.0003717356,0.00204074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008065796,"about_ca_system_score_gemma":0.0005710601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03481605,"about_ca_topic_score_gemma":0.1388321,"domain_scores_codex":[0.9998732,0.000006193872,0.00001227554,0.00004652263,0.00003815019,0.00002369375],"domain_scores_gemma":[0.9998633,0.00001756111,0.00005195475,0.00001608237,0.00002787195,0.00002325118],"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":[0.001091307,0.0003444622,0.2962836,0.002157809,0.0001996928,0.007726484,0.01082641,0.001406093,0.212865,0.00493733,0.02173436,0.4404275],"study_design_scores_gemma":[0.00004533797,0.0003010232,0.8722172,0.0006555517,0.0001030546,0.003445502,0.003878414,0.0003982566,0.004181552,0.001105731,0.1136283,0.0000399276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8696235,0.002417273,0.001190725,0.0002101738,0.0001624418,0.0001881786,0.002288505,0.0001833815,0.1237358],"genre_scores_gemma":[0.9743981,0.001143566,0.001411589,0.0002594482,0.00003089861,0.0000534171,0.002080795,0.00002994014,0.0205923],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03481605,"threshold_uncertainty_score":0.0692268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668846935635661,"score_gpt":0.2308337883094091,"score_spread":0.2141453189530525,"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."}}