{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002256754,0.00004922594,0.0001133836,0.000008364156,0.0004880902,0.00001452178,0.0002308395,0.00003491626,0.0001698456],"category_scores_gemma":[0.000204928,0.00002518231,0.00004979729,0.0002086869,0.001138606,0.00003764189,0.00006602008,0.00008394159,0.00001388491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000160644,"about_ca_system_score_gemma":0.00003860677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015292,"about_ca_topic_score_gemma":0.0002716872,"domain_scores_codex":[0.9994544,0.0001114916,0.0001081183,0.00006743863,0.0001421451,0.0001164051],"domain_scores_gemma":[0.9995321,0.0002515841,0.00004180218,0.00008837957,0.00006762512,0.00001853416],"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":[0.000008033705,0.000008940939,0.0002363458,0.000003773032,0.00002852938,2.55474e-7,0.02450833,0.000003911095,0.00004683604,0.9601577,0.01409819,0.0008991433],"study_design_scores_gemma":[0.0001514366,0.00001885129,0.001279941,0.00003771811,0.00003441473,1.620779e-7,0.009674685,0.000009850019,0.0001570628,0.7896895,0.1988667,0.00007970692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06148653,0.002877121,0.00004719673,0.2304709,0.0005231507,0.0002334934,0.00001511262,0.00008305017,0.7042634],"genre_scores_gemma":[0.9770568,0.00004755239,0.00003446421,0.0006954795,0.0001655587,0.000005563709,6.81762e-7,0.000001339842,0.02199254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9155703,"threshold_uncertainty_score":0.419524,"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."}}