{"id":"W4415959529","doi":"10.36615/vfc2ns66","title":"Epistemic Freedom: Itineraries of a Concept","year":2025,"lang":"en","type":"article","venue":"The Thinker","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Power (physics); Scale (ratio); Decolonization; Global South","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":[],"consensus_categories":[],"category_scores_codex":[0.01700669,0.0006900629,0.0009397186,0.004133996,0.007013578,0.01501825,0.001484674,0.004513868,0.004108298],"category_scores_gemma":[0.02304746,0.0004688409,0.0008331093,0.002859395,0.1263666,0.02657076,0.01367964,0.008557294,0.0005449069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004139732,"about_ca_system_score_gemma":0.005022596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169183,"about_ca_topic_score_gemma":0.000914266,"domain_scores_codex":[0.9846132,0.009509309,0.0008067641,0.001631639,0.002354227,0.001084999],"domain_scores_gemma":[0.9771779,0.0159998,0.001810885,0.002911943,0.001140507,0.0009588666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005105024,0.000003198801,0.00008168093,0.00002424082,0.000001955757,0.0000210356,0.004846093,0.00004397804,0.00003453157,0.9931118,0.0001966733,0.001629659],"study_design_scores_gemma":[0.000007884641,0.00001081294,0.0001287293,0.0001761563,0.000004377755,0.0001066069,0.004052731,0.0001616714,0.00009750641,0.9629603,0.0322765,0.00001679428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06046121,0.01760503,0.23753,0.06614553,0.002406743,0.0001919443,0.0001893901,0.0001734627,0.6152967],"genre_scores_gemma":[0.9698516,0.003344121,0.01403866,0.002648179,0.0008539626,0.0002461635,0.00005765479,0.00008539064,0.008874396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01700669,"threshold_uncertainty_score":0.08994108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297085416555044,"score_gpt":0.3064228520320465,"score_spread":0.273451997866496,"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."}}