{"id":"W2335942547","doi":"10.71781/14380","title":"Imperfect flâneurs : anti-heroes of modern life","year":2015,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"French Literature and Poetry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Ethnology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001411157,0.000209215,0.0004051535,0.00009089841,0.00008552342,0.000438459,0.0004309803,0.0001484352,0.009578249],"category_scores_gemma":[0.00003278637,0.0001684566,0.00009482278,0.00002544883,0.00004879938,0.0002470597,0.00003561415,0.0002114393,0.0002489107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009812541,"about_ca_system_score_gemma":0.0002477482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002298968,"about_ca_topic_score_gemma":0.0025575,"domain_scores_codex":[0.9990701,0.00003655243,0.0002923801,0.0002477495,0.0001985485,0.0001546557],"domain_scores_gemma":[0.9991814,0.00002848942,0.0002177687,0.0002643261,0.000225566,0.00008243825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002866025,0.0003325752,0.0001566816,0.0004603391,0.0004792507,0.00003512353,0.4862804,0.000008728689,0.002176052,0.004362985,0.2732713,0.2321499],"study_design_scores_gemma":[0.0003115605,0.0001458714,0.00009959481,0.0002790654,0.0001227738,9.406855e-7,0.005659679,0.00001643355,0.001765768,0.001084315,0.990193,0.0003210113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4213269,0.002446046,1.122195e-7,0.00001657797,0.001161236,0.0002044982,0.0002230453,0.000001560071,0.57462],"genre_scores_gemma":[0.6880118,0.00002703713,0.00008247132,0.00003802291,0.0006698808,0.00001183941,0.002026393,0.00003396927,0.3090985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7169217,"threshold_uncertainty_score":0.9913271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287743586092278,"score_gpt":0.2994872800129964,"score_spread":0.2466098441520736,"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."}}