{"id":"W2739119914","doi":"10.4148/2470-6353.1013","title":"Reflective Written Pieces: Inquiry into the Practices of Pre-service Literacy Teachers","year":2017,"lang":"en","type":"article","venue":"Networks An Online Journal for Teacher Research","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Practicum; Literacy; Reflective writing; Pedagogy; Reading (process); Action research; Psychology; Mathematics education; Reflection (computer programming); Teacher education; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02319262,0.0007787915,0.0007924429,0.001813262,0.007313502,0.008361335,0.003062405,0.003029816,0.002224938],"category_scores_gemma":[0.06200232,0.001045237,0.0005561631,0.001152489,0.01504654,0.007243928,0.007694078,0.005241857,0.0007203384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829552,"about_ca_system_score_gemma":0.005254136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264617,"about_ca_topic_score_gemma":0.002032033,"domain_scores_codex":[0.9712304,0.02273259,0.0009523063,0.001289517,0.002426754,0.00136851],"domain_scores_gemma":[0.94626,0.04030988,0.004154199,0.004007266,0.002758702,0.002510022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000270762,0.0001206756,0.001286782,0.0001250902,0.000004124705,0.0005961719,0.9805943,0.00005074366,0.001259393,0.001688592,0.0003430683,0.01390391],"study_design_scores_gemma":[0.00002114605,0.0002121524,0.001454684,0.0003539032,0.0000108153,0.001449591,0.9664179,0.0003132681,0.001773973,0.00324245,0.02471824,0.00003175122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273254,0.0008407893,0.03907687,0.00664551,0.0001558681,0.0009295233,0.00004196221,0.0002189742,0.02476504],"genre_scores_gemma":[0.9625658,0.0008739326,0.02403064,0.0008766187,0.00004389272,0.0005921565,0.00004703561,0.0001238269,0.01084611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02319262,"threshold_uncertainty_score":0.1226557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3350753935803196,"score_gpt":0.6136741343179001,"score_spread":0.2785987407375805,"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."}}