{"id":"W2912283842","doi":"10.18806/tesl.v35i2.1289","title":"Blog-Mediated Reflection for Professional Development: Exploring Themes and Criticality of L2 Teachers' Reflective Practice","year":2018,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Professional development; Reflection (computer programming); Pedagogy; Teacher education; Reflective practice; Mathematics education; 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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002582768,0.00009913124,0.000141647,0.00009043777,0.001428386,0.00006840289,0.0001475642,0.00007342041,0.000484431],"category_scores_gemma":[0.01332655,0.00009175891,0.00002175463,0.0002855667,0.0002879302,0.0009731713,0.0000281051,0.0003496544,9.635169e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088562,"about_ca_system_score_gemma":0.006303491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03940514,"about_ca_topic_score_gemma":0.1312497,"domain_scores_codex":[0.9979889,0.0005774021,0.0003300149,0.0001884529,0.0005973746,0.0003178235],"domain_scores_gemma":[0.9959821,0.00190089,0.00039051,0.00008150358,0.001460015,0.000184946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002510935,0.001627984,0.01084878,0.0001688745,0.001279253,0.00002292382,0.7013347,0.000004383657,0.01814261,0.05306486,0.05781502,0.1531797],"study_design_scores_gemma":[0.0006634133,0.0002582585,0.01449056,0.0001162986,0.0001169015,0.00005701637,0.1293749,0.0000214889,0.008214052,0.01119756,0.8351879,0.0003016928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984802,0.003594866,0.002051049,0.02294866,0.009389646,0.001015434,0.00001385271,0.0000693358,0.06243696],"genre_scores_gemma":[0.9748138,0.00008930165,0.0205524,0.002981741,0.001117544,0.0000583459,0.000002453565,0.0000151318,0.0003692755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7773729,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000691769179856,"score_gpt":0.4460024314532621,"score_spread":0.3459332545352765,"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."}}