{"id":"W301898455","doi":"10.55016/ojs/jet.v19i1.44156","title":"Implementing Theory and Practice: The Right Blend","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Pedagogy; Mathematics education; Sociology; Epistemology; Social psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3058481,0.001738752,0.003965192,0.005780167,0.01150803,0.04478668,0.006399659,0.0174666,0.006715609],"category_scores_gemma":[0.2811161,0.002651688,0.002050767,0.003099102,0.09225346,0.07450868,0.03070893,0.03459351,0.001808947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01717394,"about_ca_system_score_gemma":0.06364718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294146,"about_ca_topic_score_gemma":0.002565163,"domain_scores_codex":[0.5983484,0.290598,0.0224255,0.01129425,0.06805465,0.009279079],"domain_scores_gemma":[0.6446056,0.2368872,0.0120083,0.04982539,0.03575405,0.02091943],"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":[0.0001239227,0.0009724629,0.00267994,0.001871889,0.0001492258,0.00049853,0.07040754,0.001835638,0.001098512,0.7885591,0.008976014,0.1228273],"study_design_scores_gemma":[0.0003178795,0.0006399822,0.001856842,0.004922266,0.0000621489,0.0004939903,0.06844909,0.003326057,0.001019506,0.8562174,0.06255937,0.0001354614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01881659,0.005065063,0.2352623,0.6817473,0.002892525,0.001826449,0.00003147063,0.0006350611,0.05372333],"genre_scores_gemma":[0.6159157,0.003752449,0.3287356,0.0436524,0.0009797473,0.002636585,0.00004229095,0.0003678068,0.003917451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3058481,"threshold_uncertainty_score":0.8560129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379214316200528,"score_gpt":0.5609009394241523,"score_spread":0.4229795078040995,"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."}}