{"id":"W2990560246","doi":"10.22215/etd/2016-11551","title":"Therapeutic Reading: Self-Reflection and Social Awareness in Contemporary American Literature","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Reading (process); Ideal (ethics); Scholarship; Relation (database); Psychology; Sociology; Aesthetics; Literature; Art; Epistemology; Linguistics; Political science; Computer science; Philosophy","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":[0.006493058,0.0003395932,0.0004640743,0.003360337,0.01329486,0.01090585,0.001161283,0.002798788,0.002261766],"category_scores_gemma":[0.01373353,0.0003721806,0.000290027,0.001864989,0.02859342,0.007729841,0.007075759,0.004420453,0.0002540839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003733992,"about_ca_system_score_gemma":0.003048533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00312976,"about_ca_topic_score_gemma":0.004106843,"domain_scores_codex":[0.9923828,0.005411484,0.0001497829,0.000560365,0.0008969129,0.0005985924],"domain_scores_gemma":[0.9886699,0.00762785,0.001429066,0.0006810614,0.0007694361,0.0008227964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008431754,0.00006162921,0.001775628,0.00003043059,0.000005780521,0.0002025036,0.9684474,0.00001799845,0.0002688543,0.01679452,0.0006997607,0.011687],"study_design_scores_gemma":[0.000009884889,0.00005717561,0.008443999,0.0001555287,0.00002085622,0.0005928199,0.9136177,0.000237369,0.0004379843,0.02160552,0.05478932,0.00003178178],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999579,0.00371146,0.003846343,0.0129512,0.000210687,0.00004261472,0.00001033856,0.0001034526,0.1791661],"genre_scores_gemma":[0.9964426,0.000551902,0.0002670379,0.0004416941,0.00005250872,0.00001487157,0.00000414804,0.00002008964,0.002205181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329486,"threshold_uncertainty_score":0.03433901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0421274153599434,"score_gpt":0.4120766085119104,"score_spread":0.3699491931519669,"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."}}