{"id":"W4229782901","doi":"10.1093/ww/9780199540884.013.u255531","title":"Sandiford, Peter, (15 Jan. 1882–12 Oct. 1941), Professor of Educational Psychology and Director of Educational Research, University of Toronto","year":2007,"lang":"en","type":"reference-entry","venue":"Who Was Who","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Library science; Educational psychology; Media studies; Management; Psychology; Pedagogy; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001291623,0.0002257532,0.0007567436,0.0002994783,0.0005397088,0.00001120093,0.0006697613,0.0004113675,0.006530197],"category_scores_gemma":[0.001873184,0.0002453909,0.000152511,0.0004911064,0.00201507,0.0001642856,0.0001818725,0.0004550215,0.00002870139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078466,"about_ca_system_score_gemma":0.005076285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03417742,"about_ca_topic_score_gemma":0.09875358,"domain_scores_codex":[0.9966,0.0006618344,0.0005887222,0.0005329427,0.001113065,0.0005034757],"domain_scores_gemma":[0.9946077,0.002801696,0.0006538709,0.000427238,0.001241206,0.000268313],"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":[0.0001132606,0.0006992191,0.01517662,0.0004002872,0.0001496643,3.371761e-7,0.02029021,9.107886e-8,0.000006427179,0.02499285,0.9303984,0.007772617],"study_design_scores_gemma":[0.0002956028,0.00008066923,0.07231433,0.000374613,0.0000503712,6.445867e-7,0.003975125,1.583079e-7,0.000004144745,0.001123325,0.9215879,0.0001931441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009730372,0.02662244,0.000004508702,0.006572836,0.002706981,0.000642849,0.0002910699,0.000008483586,0.9534205],"genre_scores_gemma":[0.02740085,0.09482801,0.0009338113,0.0001016988,0.001744216,0.00002098092,0.0002085364,0.00003813658,0.8747237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0786967,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08247563898725578,"score_gpt":0.4194723593358211,"score_spread":0.3369967203485653,"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."}}