{"id":"W4412002758","doi":"10.59236/td2020vol13iss1441","title":"What is Education?","year":2020,"lang":"en","type":"article","venue":"Transformative Dialogues Teaching and Learning Journal","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Dalhousie University; Acadia University; University of Lethbridge","funders":"","keywords":"Psychology","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":[0.004388672,0.0002419448,0.0004536769,0.00151182,0.005398555,0.009911677,0.0006322346,0.001961467,0.005618675],"category_scores_gemma":[0.007187168,0.000105986,0.000231667,0.001938255,0.01889629,0.01213402,0.00296522,0.003972613,0.0007447305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004655552,"about_ca_system_score_gemma":0.008323407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051559,"about_ca_topic_score_gemma":0.00475254,"domain_scores_codex":[0.9957014,0.002725831,0.0001451876,0.0004200314,0.000600556,0.0004070104],"domain_scores_gemma":[0.9956998,0.002717813,0.0002782367,0.000288594,0.0005298401,0.0004858044],"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":[0.00001258573,0.00003530024,0.001167547,0.0001905916,0.000007055323,0.0001256246,0.03164523,0.00008596807,0.00007221144,0.9022732,0.01940439,0.04498035],"study_design_scores_gemma":[0.000005661892,0.0000284362,0.001378193,0.001342552,0.000006761099,0.0001655285,0.07491957,0.00008571878,0.0001556358,0.3312431,0.590655,0.00001379143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02544845,0.02484409,0.004575481,0.5166655,0.003922263,0.00005828158,0.0001458073,0.00004872368,0.4242914],"genre_scores_gemma":[0.9062812,0.02477678,0.003661424,0.03652706,0.001737717,0.0001031435,0.0001587671,0.00003858886,0.02671533],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009911677,"threshold_uncertainty_score":0.03377855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596147464632379,"score_gpt":0.3293539196285354,"score_spread":0.3033924449822116,"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."}}