{"id":"W2613759338","doi":"10.1007/978-94-6300-977-5_15","title":"Telling Our Own Stories","year":2017,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Aphorism; Aesthetics; Sociology; Epistemology; History; Literature; Art; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007760026,0.0006190219,0.00135602,0.0002284549,0.002826917,0.0003227025,0.0006635764,0.001891211,0.0006481838],"category_scores_gemma":[0.0002238493,0.000571205,0.0003412236,0.000007903329,0.0001978744,0.0002628074,0.0003048508,0.002522378,0.0008499137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312331,"about_ca_system_score_gemma":0.0008933897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142699,"about_ca_topic_score_gemma":0.006183376,"domain_scores_codex":[0.9969011,0.000142822,0.0007849403,0.0006697523,0.0006258938,0.0008755214],"domain_scores_gemma":[0.9965106,0.000201067,0.001059104,0.001246799,0.0006439915,0.0003384547],"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":[0.0001635208,0.00002827911,0.0009477457,0.001694527,0.0009099901,0.0005360149,0.1585785,9.992381e-7,0.00002667077,0.5515009,0.1320419,0.153571],"study_design_scores_gemma":[0.0003605491,0.00003465958,0.00002727893,0.0008053674,0.00009869631,3.775835e-7,0.02563,0.000001554054,0.00000592814,0.0241087,0.9482982,0.0006286544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006066651,0.0004358578,0.00001556743,0.0003290799,0.006770011,0.000824226,0.00008498887,0.0003834267,0.9905502],"genre_scores_gemma":[0.09078829,0.00006897438,0.0001126432,0.0002122663,0.004454584,0.00004134634,0.0000814493,0.0002308392,0.9040096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8162563,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105730206383133,"score_gpt":0.4030019684693239,"score_spread":0.2972717620861909,"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."}}