{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005986694,0.0004713213,0.000615096,0.003203561,0.00620521,0.01494327,0.0009181363,0.00419427,0.01258892],"category_scores_gemma":[0.01149266,0.0003152761,0.0005285194,0.003522346,0.01301645,0.0227443,0.004525963,0.009126448,0.001370547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008919764,"about_ca_system_score_gemma":0.009426645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02500536,"about_ca_topic_score_gemma":0.0445113,"domain_scores_codex":[0.9978966,0.00109425,0.0001388662,0.0002065679,0.0003535074,0.0003102105],"domain_scores_gemma":[0.9908929,0.004990146,0.0008723753,0.0004038828,0.001649938,0.001190755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007134285,0.00003265965,0.003371072,0.001106602,0.00003609805,0.0005515391,0.02785029,0.0001288299,0.0002595671,0.4008316,0.4675822,0.09817813],"study_design_scores_gemma":[0.00000746193,0.000006562411,0.001417688,0.001627427,0.000008712739,0.0001515222,0.0208838,0.00004197959,0.00003951847,0.06422625,0.911567,0.00002199163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002564903,0.2230979,0.0004193163,0.7343087,0.007245542,0.00000614431,0.0001850058,0.00004220404,0.03213033],"genre_scores_gemma":[0.3019053,0.4185397,0.003750148,0.1939062,0.02884171,0.0001143775,0.0006556578,0.0002452586,0.05204156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9937948,"threshold_uncertainty_score":0.06471771,"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."}}