{"id":"W3123940113","doi":"10.20944/preprints201912.0291.v1","title":"Night Matters &amp;ndash; Why the Interdisciplinary Field of &amp;ldquo;Night Studies&amp;rdquo; is Needed","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Night-time city culture","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Discipline; Sociology; Field (mathematics); Environmental ethics; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003058973,0.0009688375,0.00159053,0.0003178293,0.001134244,0.0001661724,0.004193362,0.001324884,0.00920415],"category_scores_gemma":[0.001285543,0.0007501158,0.001084039,0.0006856044,0.001245769,0.0003641065,0.01107503,0.002726173,0.008126345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006360822,"about_ca_system_score_gemma":0.0005385916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003868343,"about_ca_topic_score_gemma":0.008532089,"domain_scores_codex":[0.9923685,0.001312495,0.001451534,0.001953631,0.001759956,0.00115385],"domain_scores_gemma":[0.9923174,0.00112149,0.001287487,0.004043497,0.0008847834,0.0003453896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002420987,0.0004402898,0.06605422,0.0009079155,0.001863202,0.000009273773,0.3943421,0.0002816125,0.004662189,0.001556153,0.5293527,0.0002882176],"study_design_scores_gemma":[0.0005655318,0.00003324481,0.008251003,0.001083699,0.000409995,0.000007713023,0.02055558,0.000004979734,0.005552387,0.0125914,0.949608,0.001336503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.789757,0.001173183,0.0003040704,0.1249546,0.00563444,0.002833408,0.0001357279,0.000396995,0.0748106],"genre_scores_gemma":[0.8641436,0.00106055,0.0008079472,0.01154443,0.001444003,0.0003421239,0.0001296675,0.0001504698,0.1203772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202552,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1864816514411357,"score_gpt":0.4423677700432925,"score_spread":0.2558861186021568,"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."}}