{"id":"W4405248431","doi":"10.1080/25729861.2024.2421655","title":"Los hechos nunca andan solos: The future of facts in Latin America","year":2024,"lang":"en","type":"article","venue":"Tapuya Latin American Science Technology and Society","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Biology; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001815433,0.0001387184,0.0002811004,0.0002709973,0.0009720349,0.0001049231,0.0007071776,0.0001828462,0.0000766096],"category_scores_gemma":[0.0002682796,0.0001007889,0.00007679918,0.009226248,0.01502353,0.000274725,0.0001653621,0.0006250901,0.0000078545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145166,"about_ca_system_score_gemma":0.001015094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302485,"about_ca_topic_score_gemma":0.001141045,"domain_scores_codex":[0.9979852,0.0001289715,0.0002816893,0.0004398737,0.0004983016,0.0006660065],"domain_scores_gemma":[0.9991321,0.0002312306,0.0001390896,0.0002666816,0.00009417839,0.0001367135],"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":[0.000007431606,0.00008631815,0.03282348,0.00005325412,0.00002106855,0.000006908254,0.1070033,0.000009396748,0.0005773588,0.5192121,0.003354522,0.3368449],"study_design_scores_gemma":[0.0002221445,0.0002998635,0.04485909,0.0001072557,0.00001584407,0.000004490994,0.3675219,0.001872603,0.0001410255,0.02176565,0.5628142,0.0003759291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314952,0.001274926,0.0001970293,0.04884629,0.0002611642,0.0003642332,0.00002823807,0.00028063,0.01725228],"genre_scores_gemma":[0.9955006,0.001566635,0.001585099,0.001085928,0.00007961151,0.00001629938,0.000001229289,0.00000596696,0.0001586206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5594597,"threshold_uncertainty_score":0.987657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080638413635812,"score_gpt":0.3189683393378024,"score_spread":0.3081619552014443,"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."}}