{"id":"W4398133276","doi":"10.1146/knowable-052024-1","title":"¿Por qué hay gente que siempre se pierde?","year":2024,"lang":"es","type":"article","venue":"Knowable Magazine","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hay; Humanities; History; Art; Animal science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001258653,0.0003826082,0.0004426638,0.0001825076,0.001033121,0.001520587,0.0007817055,0.0003408484,0.006661746],"category_scores_gemma":[0.0002322261,0.0003385157,0.0003291194,0.002209585,0.0009485807,0.000643546,0.0002368693,0.0004049815,0.008978003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796297,"about_ca_system_score_gemma":0.000889549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207422,"about_ca_topic_score_gemma":0.006756612,"domain_scores_codex":[0.9964427,0.0002706284,0.0004628743,0.0007066444,0.0009176408,0.001199566],"domain_scores_gemma":[0.9985816,0.0003251286,0.0001129659,0.0003681975,0.0001432632,0.0004688628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002683885,0.000223938,0.002541887,0.000451705,0.0001650455,0.0001358563,0.05668414,0.00006803073,0.001660561,0.2212757,0.6738946,0.04287171],"study_design_scores_gemma":[0.0001777324,0.0001117557,0.002906891,0.0002627194,0.00008804318,0.000004672624,0.002535928,0.0007959564,0.00009090209,0.003984108,0.9885894,0.0004519139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06436706,0.02812051,0.00008188465,0.04772663,0.008166712,0.0007147302,0.0002041558,0.000683006,0.8499353],"genre_scores_gemma":[0.6195413,0.008618067,0.0001590696,0.001556176,0.005377593,0.00004175374,0.00001699101,0.00006384185,0.3646252],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5551742,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604273910334651,"score_gpt":0.3421600740680633,"score_spread":0.3161173349647168,"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."}}