{"id":"W4250571269","doi":"10.18733/c3jp4f","title":"Contributors","year":2015,"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":"","funders":"Government of Alberta","keywords":"Geology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002201561,0.0006439872,0.0004991709,0.002802259,0.003316329,0.0054391,0.001503317,0.001532052,0.3940705],"category_scores_gemma":[0.01650201,0.0002803077,0.0003016732,0.002069177,0.0006283137,0.002347921,0.002448069,0.002018718,0.2155127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002963984,"about_ca_system_score_gemma":0.003991863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003334523,"about_ca_topic_score_gemma":0.006513402,"domain_scores_codex":[0.9977289,0.0003758398,0.0000926153,0.0003134247,0.001226352,0.0002628204],"domain_scores_gemma":[0.9835955,0.001300747,0.000336733,0.0009400729,0.01049721,0.003329658],"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":[0.0000141472,0.000009370036,0.0001961648,0.00005233029,9.366224e-7,0.00006351088,0.0002587164,0.00002138038,0.00009048799,0.003089422,0.9702874,0.02591609],"study_design_scores_gemma":[0.000001745469,0.000002123906,0.0001448548,0.00004541285,7.95214e-7,0.00005935312,0.0002167516,0.00001301812,0.00003068368,0.0003768825,0.9991062,0.000002113899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003581352,0.006137702,0.004294453,0.05960322,0.1248525,0.0007335462,0.006630132,0.001476843,0.7926902],"genre_scores_gemma":[0.005256452,0.001716836,0.001125446,0.006038792,0.005350471,0.0001843285,0.00177895,0.0003122466,0.9782364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6059295,"threshold_uncertainty_score":0.8642849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7615142162585812,"score_gpt":0.5521673310759392,"score_spread":0.209346885182642,"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."}}