{"id":"W7132943440","doi":"","title":"From discursive essay to expressive writing: stories of a student and a teacher","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Narrative; Personal narrative; Academic writing; Professional writing; Narrative inquiry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006464139,0.001467893,0.001133183,0.002100182,0.0190725,0.0128857,0.002434722,0.004537154,0.002004739],"category_scores_gemma":[0.03264546,0.0008607637,0.0006508383,0.001517177,0.02605107,0.01236578,0.01328002,0.009930857,0.0007492661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354027,"about_ca_system_score_gemma":0.002107437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284044,"about_ca_topic_score_gemma":0.003936443,"domain_scores_codex":[0.985566,0.01056162,0.0003552731,0.0008439004,0.001751306,0.0009219554],"domain_scores_gemma":[0.9796397,0.01356177,0.001697142,0.0007713056,0.001271917,0.003058091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002993786,0.0000376375,0.0005867538,0.00005538821,0.000006872088,0.001839941,0.9882007,0.00003919739,0.0003029695,0.004495951,0.001562113,0.002842623],"study_design_scores_gemma":[0.00001019655,0.00006904281,0.0005886562,0.0002237802,0.000009752604,0.0032607,0.9238757,0.0001626696,0.0008685909,0.002841362,0.06806056,0.00002888664],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833762,0.004875124,0.009636912,0.03512399,0.00116707,0.0001548519,0.000198261,0.0001364964,0.06533112],"genre_scores_gemma":[0.9798408,0.001905272,0.001641299,0.001778866,0.0002971429,0.00008813508,0.00006398531,0.0001579835,0.01422653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0190725,"threshold_uncertainty_score":0.03418607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358021778612871,"score_gpt":0.4177121775992419,"score_spread":0.3841319598131132,"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."}}