{"id":"W2139620950","doi":"10.26522/brocked.v19i1.119","title":"Reader Response Journals in Pre-service Instruction: Novice Teachers Reflections on their Classroom Implementation","year":2009,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Reflection (computer programming); Psychology; Mathematics education; Pedagogy; Face (sociological concept); English language; The arts; Service (business); Computer science; Sociology","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":[0.001315666,0.0001606683,0.0001559511,0.0005734547,0.001067837,0.0003101373,0.0002533733,0.0001215525,0.0007822352],"category_scores_gemma":[0.000612271,0.0001544572,0.00007696119,0.001117216,0.00004908429,0.0006599397,0.000007549489,0.0007323619,0.00004724945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002274,"about_ca_system_score_gemma":0.002547568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004103925,"about_ca_topic_score_gemma":0.004072216,"domain_scores_codex":[0.9972284,0.001216626,0.0005139692,0.0002241372,0.0004427283,0.0003741726],"domain_scores_gemma":[0.9985708,0.0001748632,0.000358455,0.0001622525,0.0004383148,0.0002953382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002879188,0.0006359262,0.0148581,0.00000384417,0.00003171924,6.472708e-7,0.7803319,0.00005772493,0.001489927,0.0006836387,0.0359064,0.1657122],"study_design_scores_gemma":[0.0003723623,0.00007536487,0.3432333,0.00004874574,0.000009513567,0.00003419638,0.5189028,4.233097e-7,0.00006789928,0.001479575,0.1356537,0.0001221127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7449074,0.0003283611,0.0001030992,0.2494806,0.001593908,0.000258108,0.000001551424,0.00005252722,0.003274458],"genre_scores_gemma":[0.9880099,0.0002289288,0.0007201749,0.007099503,0.001768754,0.00002849091,0.000004678204,0.00001283597,0.002126695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3283753,"threshold_uncertainty_score":0.8564927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157299582197676,"score_gpt":0.4808072949235956,"score_spread":0.3235077127259197,"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."}}