{"id":"W4408408208","doi":"10.20377/rpb-324","title":"Pedagogies of Uncertainty","year":2025,"lang":"en","type":"article","venue":"Religionspädagogische Beiträge","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Mathematics education; Mathematics","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":[0.01531909,0.0008586163,0.0006605787,0.002565704,0.008494805,0.009799211,0.001830532,0.00334482,0.008252731],"category_scores_gemma":[0.0293017,0.0004298433,0.0008690974,0.001388421,0.05312954,0.01800879,0.01314565,0.008042834,0.0009281686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007668581,"about_ca_system_score_gemma":0.007083941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646039,"about_ca_topic_score_gemma":0.001387037,"domain_scores_codex":[0.9857452,0.009760584,0.000451407,0.001181534,0.001921564,0.0009397594],"domain_scores_gemma":[0.9820833,0.01384053,0.00115851,0.001232058,0.000994063,0.0006914785],"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":[0.000003914499,0.000006100235,0.0001394139,0.00003892775,0.000002212207,0.00004037748,0.01128226,0.0001686951,0.00004812183,0.9833065,0.0007523908,0.004211141],"study_design_scores_gemma":[0.000007561591,0.0000143999,0.00007785207,0.0001788337,0.000004238615,0.00007904346,0.008386054,0.0004590116,0.0001595501,0.9224732,0.0681517,0.000008554199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04094436,0.01060207,0.1572863,0.1007325,0.001687696,0.0002038359,0.00008653933,0.0002875604,0.6881691],"genre_scores_gemma":[0.9556138,0.003268295,0.01490739,0.003771674,0.0006562825,0.0002722472,0.00003965926,0.0001153922,0.0213553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01531909,"threshold_uncertainty_score":0.08101606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04155708395546399,"score_gpt":0.3904330422332651,"score_spread":0.3488759582778011,"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."}}