{"id":"W2784744453","doi":"10.36510/learnland.v11i1.925","title":"Teachers’ Experience Using Technology to Provide Feedback That Enhances Students’ Persuasive Writing Skills","year":2018,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Mathematics education; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207728,0.0001190218,0.0001417014,0.0002547445,0.001116756,0.0001659876,0.0004399244,0.0002027735,0.0003536523],"category_scores_gemma":[0.001081856,0.0001119952,0.00003016897,0.0005335601,0.0003402697,0.0002296937,0.00007974498,0.0002996172,0.0001885154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102872,"about_ca_system_score_gemma":0.0001078307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003650188,"about_ca_topic_score_gemma":0.001165501,"domain_scores_codex":[0.9987054,0.0001240804,0.0001589234,0.000323342,0.0003131256,0.0003751286],"domain_scores_gemma":[0.999396,0.00008572065,0.0001269277,0.0001402964,0.0001740603,0.00007702181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000539628,0.00005851663,0.7259032,0.000002543294,0.00001595771,0.000001721866,0.241688,0.000009092058,0.00542849,0.001633051,0.0001530713,0.02510095],"study_design_scores_gemma":[0.0002333891,0.0002041311,0.0176241,0.0001286884,0.0000141839,0.000005732351,0.8289829,0.00005102131,0.02209995,0.0002686528,0.1300709,0.0003163384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908527,0.00006198612,0.001056277,0.002816968,0.0003054182,0.0002260983,3.485145e-7,0.0004030369,0.004277191],"genre_scores_gemma":[0.9943116,0.00002096437,0.003055805,0.0002046821,0.0003162335,0.00004359179,0.000001831604,0.00001246705,0.00203286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7082791,"threshold_uncertainty_score":0.8589295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019098177488202,"score_gpt":0.3807479744110751,"score_spread":0.3605569926361931,"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."}}