{"id":"W1578721750","doi":"10.18806/tesl.v29i2.1101","title":"Expansive Visibilization to Stimulate EFL Teacher Reflection","year":2012,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expansive; Popularity; Action research; Bridging (networking); Psychology; Mathematics education; Reflection (computer programming); Pedagogy; Data collection; Action (physics); Sociology; Computer science; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007605074,0.0006043034,0.0003437649,0.001305384,0.0008793481,0.001621105,0.0008982368,0.0007964346,0.004775685],"category_scores_gemma":[0.01815783,0.000359845,0.0004240001,0.0006825741,0.002379415,0.002429347,0.005873287,0.001363766,0.0005745863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005158928,"about_ca_system_score_gemma":0.001084904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002070961,"about_ca_topic_score_gemma":0.0008856594,"domain_scores_codex":[0.9946644,0.003806808,0.000188306,0.0004872746,0.0005845186,0.0002686044],"domain_scores_gemma":[0.9871329,0.009414442,0.000713133,0.001656884,0.0005954126,0.000487195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006701113,0.002356629,0.008540067,0.00185267,0.00004970471,0.0006845426,0.1604709,0.001615981,0.1131428,0.044773,0.005429034,0.6604145],"study_design_scores_gemma":[0.001006731,0.007637953,0.06284411,0.003087871,0.0001874236,0.003993898,0.1272179,0.01858818,0.2097189,0.1288603,0.4364474,0.0004093458],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5702897,0.0007261605,0.3599675,0.002045587,0.0002989783,0.00280527,0.0001151574,0.001635581,0.06211594],"genre_scores_gemma":[0.6437818,0.0002874724,0.3459561,0.0004871637,0.00004674472,0.002473133,0.00006355203,0.000198968,0.006705027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007605074,"threshold_uncertainty_score":0.04021996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04185295862256503,"score_gpt":0.4134806667984869,"score_spread":0.3716277081759218,"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."}}