{"id":"W4404381169","doi":"10.18733/cpi29735","title":"Contributor Biographies","year":2024,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002465113,0.0007382449,0.0008679162,0.005749968,0.003155846,0.003755742,0.001532324,0.001954714,0.3961388],"category_scores_gemma":[0.03525534,0.0004654104,0.000428285,0.007087382,0.0005761231,0.003862696,0.002600818,0.003855821,0.2257423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968544,"about_ca_system_score_gemma":0.005806607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007293296,"about_ca_topic_score_gemma":0.01141896,"domain_scores_codex":[0.9976555,0.0002722195,0.0001445816,0.0003592678,0.001370766,0.0001975152],"domain_scores_gemma":[0.9708438,0.003661363,0.001111852,0.001769213,0.02082166,0.001792166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006344972,0.00000637626,0.0001005643,0.00007664962,0.0000017927,0.00003672032,0.0001941799,0.00001898999,0.00007804989,0.001209633,0.9801319,0.01813869],"study_design_scores_gemma":[0.000002809232,0.000002804679,0.0001640667,0.0001107242,0.000003781155,0.00006177212,0.0001635264,0.00003044397,0.00008483378,0.0004889689,0.9988813,0.000004961066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001987919,0.01181163,0.005872562,0.0784228,0.1563483,0.000899729,0.02672499,0.001914544,0.7160174],"genre_scores_gemma":[0.008685399,0.007525258,0.002497582,0.007946851,0.01219958,0.0005597894,0.00772491,0.001229898,0.9516308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6038612,"threshold_uncertainty_score":0.8613347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.593585221802936,"score_gpt":0.5316761177920328,"score_spread":0.06190910401090322,"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."}}