{"id":"W7092182936","doi":"10.5281/zenodo.17366599","title":"Polivio de Megalópolis","year":2025,"lang":"","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Power (physics); Context (archaeology); Order (exchange); Meaning (existential)","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":[0.0003040116,0.0004361431,0.0001423807,0.0006615603,0.002645466,0.004885758,0.0002659023,0.001173196,0.02839282],"category_scores_gemma":[0.0007161775,0.0002581649,0.0001527844,0.00130258,0.002216558,0.002149589,0.002575834,0.002804384,0.00370154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004582944,"about_ca_system_score_gemma":0.003826548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120692,"about_ca_topic_score_gemma":0.01695013,"domain_scores_codex":[0.9996778,0.00009014193,0.00001133072,0.00007150439,0.00006635288,0.00008292235],"domain_scores_gemma":[0.9998481,0.00003783265,0.00002703545,0.00002781306,0.00002376857,0.00003537384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002851082,0.00001294245,0.0010812,0.0001203583,0.000007282566,0.0002594085,0.003082148,0.0001406903,0.0004318186,0.896834,0.05995645,0.03804528],"study_design_scores_gemma":[0.000002810892,0.000006584279,0.001001453,0.0001202296,0.000002415513,0.00006168766,0.0004969534,0.0000503541,0.0001915822,0.01004467,0.9880185,0.000002715637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01319181,0.02138135,0.001262247,0.02247765,0.0008097346,0.00003433235,0.0002409882,0.00006869926,0.9405332],"genre_scores_gemma":[0.2184509,0.01593295,0.0007619165,0.006100929,0.0006047306,0.0001206537,0.0001757493,0.00008994193,0.7577622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9716072,"threshold_uncertainty_score":0.09498346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722546667521773,"score_gpt":0.251389790171079,"score_spread":0.2341643234958613,"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."}}