{"id":"W2778787575","doi":"10.5539/ies.v11n1p100","title":"Classroom Teacher Candidates’ Metaphoric Perceptions Regarding the Concepts of Reading and Writing: A Comparative Analysis","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Psychology; Mathematics education; Metaphor; Feeling; Perception; Pedagogy; Linguistics; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224053,0.0002103112,0.0004641429,0.001227735,0.001660172,0.00224848,0.0002841027,0.0004389817,0.002475508],"category_scores_gemma":[0.005580703,0.0002499007,0.0002890209,0.0008488792,0.001324686,0.001440805,0.001104324,0.0006513337,0.000273088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007567659,"about_ca_system_score_gemma":0.0008050991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372903,"about_ca_topic_score_gemma":0.002791769,"domain_scores_codex":[0.9986009,0.0007054619,0.0001122078,0.000109817,0.0002760661,0.0001955439],"domain_scores_gemma":[0.9974752,0.001374494,0.0003992643,0.00009587446,0.0003973416,0.0002576928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001608664,0.0002206499,0.057896,0.0002599844,0.00001594717,0.001739902,0.9127287,0.00004520825,0.004208627,0.001688656,0.000504853,0.02053073],"study_design_scores_gemma":[0.000005667921,0.0001776431,0.04587792,0.00007935739,0.00001133291,0.0006005835,0.9477914,0.00009577461,0.0003795875,0.0001263767,0.004843141,0.00001128588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978626,0.0002021889,0.0002321578,0.00007111298,0.000007055672,0.00001305261,0.000007026703,0.000001818476,0.001602916],"genre_scores_gemma":[0.9990854,0.0002005542,0.0001571903,0.0000160435,0.00000248764,0.00001784361,0.00001162417,0.000002047112,0.0005067997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002475508,"threshold_uncertainty_score":0.01184916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1910511304523014,"score_gpt":0.4621729107659929,"score_spread":0.2711217803136914,"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."}}