{"id":"W2097931946","doi":"10.5539/elt.v7n12p54","title":"The Implementation of Project and Research Activities in Working with Gifted Children in Terms of School—University Network Cooperation (Regional Aspect)","year":2014,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kazan Federal University","keywords":"Genius; Psychology; Meaning (existential); Mathematics education; Work (physics); Value (mathematics); Gifted education; Pedagogy; Creativity; Foreign language; Sociology; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003186983,0.00005249745,0.00008589563,0.0001490249,0.0001301941,0.0000463694,0.000201144,0.00002040579,0.000001402378],"category_scores_gemma":[0.0001550358,0.00004022719,0.000008394281,0.0003225707,0.00004452473,0.0002312527,0.00008980928,0.0002804526,4.151246e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007245703,"about_ca_system_score_gemma":0.00009527212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008289366,"about_ca_topic_score_gemma":0.00139021,"domain_scores_codex":[0.9985806,0.0007974908,0.0001286455,0.0001507215,0.0001992544,0.000143291],"domain_scores_gemma":[0.9992661,0.0004976577,0.00007161338,0.0001230362,0.00002454684,0.00001703092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002472933,0.00005145276,0.6706331,0.00001200236,0.00001850338,0.000001555518,0.1679912,0.0001273661,0.0003173404,0.06049306,0.00006177979,0.100268],"study_design_scores_gemma":[0.000681976,0.00009118384,0.9555937,0.0001820742,0.000002482736,0.000002770613,0.04093397,0.0008962305,0.000569718,0.0007813504,0.0001513284,0.0001131851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921565,0.00005863033,0.006542408,0.0001525264,0.00003226894,0.0001910839,3.237318e-7,0.00001118778,0.0008550591],"genre_scores_gemma":[0.9604136,0.000008944496,0.03946853,0.00001063739,0.00006354298,0.000004640269,0.000003870875,0.00000323229,0.00002303352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2849607,"threshold_uncertainty_score":0.1640417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676803546794921,"score_gpt":0.3334657880605743,"score_spread":0.296697752592625,"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."}}