{"id":"W2589438216","doi":"10.5539/hes.v7n1p114","title":"The Effects of Web 2.0 Technologies Usage in Programming Languages Lesson on the Academic Success, Interrogative Learning Skills and Attitudes of Students towards Programming Languages","year":2017,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Mathematics education; Academic year; Test (biology); Interrogative; Psychology; Computer science; Scale (ratio); Pedagogy; Linguistics","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":[0.0007204422,0.0001262681,0.0002134282,0.0001091261,0.000815871,0.0001801311,0.000689821,0.00009913198,0.000001999223],"category_scores_gemma":[0.003763548,0.00007455153,0.00003523102,0.0002069573,0.00180394,0.0002229898,0.0003151384,0.0002807702,0.000001352334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000759877,"about_ca_system_score_gemma":0.0001022016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004026049,"about_ca_topic_score_gemma":0.0008302444,"domain_scores_codex":[0.9989185,0.0001368079,0.0002276377,0.0001903583,0.0003117514,0.0002149697],"domain_scores_gemma":[0.998078,0.001058154,0.0004158302,0.0002560476,0.0001755618,0.00001636447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004896778,0.0002524773,0.7453899,0.0001401726,0.00007555557,4.422351e-7,0.02945556,2.229428e-7,0.00008548747,0.02668196,0.0001851871,0.1977282],"study_design_scores_gemma":[0.0001218432,0.00008126108,0.5998663,0.000673327,0.00001670773,1.390454e-7,0.384852,6.440918e-8,0.002823174,0.000678807,0.01079097,0.00009538214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793374,0.01027324,2.398694e-7,0.007795284,0.0003158371,0.0004881171,7.476825e-7,0.0001172726,0.00167188],"genre_scores_gemma":[0.9917906,0.005653239,0.00009302785,0.00002321068,0.00003833939,0.0002873799,6.646877e-7,0.000007297166,0.002106261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3553965,"threshold_uncertainty_score":0.6646693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304573219376755,"score_gpt":0.4586862659860851,"score_spread":0.4156405337923175,"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."}}