{"id":"W2755636397","doi":"10.5539/hes.v7n4p1","title":"Evaluation of Electronic Writing Experiences of Turkish Teacher Candidates at WATTPAD Environment","year":2017,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Handwriting; Spelling; Psychology; Mathematics education; Grammar; 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":[0.0008019164,0.0000643375,0.0001380559,0.00004730136,0.0005010582,0.00002136931,0.0001840118,0.00004168459,0.0004251519],"category_scores_gemma":[0.0001525933,0.0000571225,0.00002784222,0.0000438678,0.000577555,0.0001741189,0.00009799912,0.00003380449,0.00001143484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908475,"about_ca_system_score_gemma":0.0002697835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001897052,"about_ca_topic_score_gemma":0.0002070636,"domain_scores_codex":[0.9989846,0.00006325806,0.0001915744,0.0001414746,0.0004668921,0.0001521915],"domain_scores_gemma":[0.9992568,0.00004266945,0.0002738957,0.0001814462,0.0002265163,0.00001864165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002842041,0.0006214,0.5131531,0.00005091009,0.0004266341,1.632059e-7,0.3192155,0.00000605195,0.0006497672,0.09218955,0.01361393,0.06004453],"study_design_scores_gemma":[0.0005540419,0.00008075357,0.4888482,0.00009867399,0.0001675104,4.629561e-7,0.3769997,0.000005666712,0.007818427,0.02578818,0.09930094,0.000337462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600011,0.005228334,6.347826e-7,0.001122496,0.0003566033,0.0001376747,4.985359e-7,0.00001368806,0.03313905],"genre_scores_gemma":[0.992609,0.0005013938,0.00005682647,0.00001412427,0.00007842136,0.0001023654,0.000002455736,0.000003313108,0.006632072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08568701,"threshold_uncertainty_score":0.4655116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0755385923471391,"score_gpt":0.3997778558280728,"score_spread":0.3242392634809337,"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."}}