{"id":"W4235251945","doi":"10.18733/cpi29562","title":"Contributor Biographies","year":2021,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Educational Philosophies and Pedagogies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Office of International Science and Engineering; University of Alberta; York University","keywords":"Art history; Sociology; Art","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002280633,0.0007439018,0.0008359222,0.006922072,0.003021126,0.003716804,0.00153167,0.001952125,0.4211021],"category_scores_gemma":[0.02982934,0.0004474843,0.000383582,0.00769331,0.0005571428,0.003464971,0.00236028,0.003526775,0.2481273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199432,"about_ca_system_score_gemma":0.005119407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008840793,"about_ca_topic_score_gemma":0.01268676,"domain_scores_codex":[0.9979766,0.0002382887,0.0001128476,0.0003457218,0.00115634,0.000170169],"domain_scores_gemma":[0.9762099,0.003402846,0.001006804,0.001420618,0.01642375,0.001535977],"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":[0.00000451908,0.000004276123,0.00006493313,0.00006785383,0.000001147247,0.00002546536,0.0001227958,0.00001491353,0.0000503574,0.00101006,0.9847268,0.01390698],"study_design_scores_gemma":[0.000001860466,0.000001879191,0.0001114608,0.00009285611,0.000002388498,0.00004068236,0.00009151603,0.00001870087,0.00004938657,0.0003051116,0.9992809,0.000003354519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00135863,0.01340602,0.003392214,0.07147282,0.137254,0.0005566095,0.02316681,0.001731914,0.747661],"genre_scores_gemma":[0.005848336,0.007146303,0.001351088,0.007147264,0.01178377,0.0003553977,0.006292556,0.0009458519,0.9591294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.578898,"threshold_uncertainty_score":0.8257276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7331990955472015,"score_gpt":0.5333422143069111,"score_spread":0.1998568812402904,"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."}}