{"id":"W2523855348","doi":"10.18533/journal.v5i9.990","title":"Who Am I? Writing to Find Myself","year":2016,"lang":"en","type":"article","venue":"Journal of Arts and Humanities","topic":"Mental Health via Writing","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Creative writing; Reflexivity; Set (abstract data type); Psychology; Personal development; Reflexive pronoun; Context (archaeology); Professional writing; Pedagogy; Sociology; Computer science; Literature; Art; Psychotherapist; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004170074,0.00007766339,0.0001781076,0.000132604,0.0001809038,0.00005516249,0.00007915458,0.0000311865,0.001496114],"category_scores_gemma":[0.00002608165,0.00005217558,0.00003738156,0.0000195361,0.00005812597,0.0001623852,0.00002983009,0.0001009685,0.00005819355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003313632,"about_ca_system_score_gemma":0.00001477225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001028759,"about_ca_topic_score_gemma":0.00001443148,"domain_scores_codex":[0.999115,0.00004011627,0.0004018365,0.0000843234,0.0001390479,0.0002196068],"domain_scores_gemma":[0.9993752,0.0001613523,0.0001982022,0.00007454047,0.00008444598,0.0001062789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004363406,0.000249402,0.01588817,0.0002540607,0.0001873188,0.0004536594,0.1767182,5.908893e-7,0.004145056,0.436263,0.1235303,0.2418738],"study_design_scores_gemma":[0.004535301,0.004041975,0.2653645,0.003673072,0.00008555699,0.00207046,0.1364623,0.000002154676,0.001115536,0.01228817,0.5696217,0.0007392755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94459,0.0005734086,0.0000569936,0.001221319,0.0004996806,0.00006070741,0.00000417923,0.000008019574,0.05298567],"genre_scores_gemma":[0.9846149,0.00003332542,0.0002272862,0.00153089,0.001003001,0.00000228144,1.035302e-7,0.00001279504,0.01257544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4460914,"threshold_uncertainty_score":0.9994166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09320674419763203,"score_gpt":0.3629672132247299,"score_spread":0.2697604690270979,"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."}}