{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001046448,0.0000894517,0.0001183205,0.00004451174,0.002799408,0.0005627177,0.0001248268,0.00005389222,0.00008949945],"category_scores_gemma":[0.0002791249,0.00006704366,0.00006932396,0.00008486159,0.0001498607,0.001245588,0.000007978866,0.001222074,0.00003774143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004954006,"about_ca_system_score_gemma":0.0003038564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006023798,"about_ca_topic_score_gemma":0.0000161887,"domain_scores_codex":[0.9987298,0.0005218188,0.0001852212,0.00008800901,0.0002460456,0.0002290944],"domain_scores_gemma":[0.9993818,0.00009323534,0.0000887623,0.00002405331,0.00008460151,0.0003274986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009370942,0.00002960331,0.0005504309,0.00001072563,0.00002140494,3.482689e-7,0.8125722,0.00002928278,0.00001116677,0.009427688,0.005178091,0.1721597],"study_design_scores_gemma":[0.0001257159,0.00007038118,0.001327053,0.00005602991,0.00001144382,0.00001116886,0.3226273,0.00004743355,0.000004307994,0.001650535,0.6739695,0.00009912595],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.653771,0.003956189,0.001370716,0.2501121,0.001751927,0.0002076226,0.000004252119,0.0001177962,0.08870841],"genre_scores_gemma":[0.9855411,0.003334312,0.0003980066,0.007946761,0.001150726,0.000002297392,0.000007471398,0.000007142577,0.001612148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6687914,"threshold_uncertainty_score":0.9984988,"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."}}