{"id":"W2282631249","doi":"","title":"Metaphorical Interpretation: Measuring and Facilitating Growth","year":2014,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Interpretation (philosophy); Test (biology); Academic year; Literacy; Treatment and control groups; Pedagogy; Medicine; Linguistics","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"],"consensus_categories":[],"category_scores_codex":[0.000007526657,0.0005353536,0.0005874672,0.0008567113,0.0005516113,0.0002080949,0.0005364582,0.0005884136,0.00002831638],"category_scores_gemma":[0.0001190127,0.0006718317,0.000386006,0.0005556031,0.0001117532,0.001030387,0.0001604329,0.0006015342,0.0001176937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329524,"about_ca_system_score_gemma":0.0001053186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002363632,"about_ca_topic_score_gemma":0.0004166492,"domain_scores_codex":[0.9974653,0.0002862033,0.0003243781,0.001010426,0.0004505305,0.0004631474],"domain_scores_gemma":[0.9980996,0.0003067081,0.0004146117,0.0003773127,0.0004712666,0.0003305164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.04814268,0.005814609,0.10243,0.009632762,0.023601,0.01213432,0.04292761,0.0001521183,0.1057671,0.03448521,0.3770469,0.2378656],"study_design_scores_gemma":[0.007255095,0.001412343,0.03781809,0.001283811,0.004106906,0.0005370122,0.7712642,0.00003479409,0.001978855,0.001243611,0.168221,0.004844298],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5127324,0.0004169226,0.003024431,0.000001894376,0.001465734,0.0004140242,0.00009498392,0.0003963681,0.4814533],"genre_scores_gemma":[0.4607288,0.00002678005,0.00007432573,0.00001688697,0.0001187462,5.332662e-7,0.0003220278,0.00003875437,0.5386732],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7283366,"threshold_uncertainty_score":0.9995733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219028695098307,"score_gpt":0.2125276488860351,"score_spread":0.2003373619350521,"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."}}