{"id":"W4234072157","doi":"10.1002/9781119610793.oth1","title":"Conclusion","year":2019,"lang":"en","type":"preprint","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Citation; Reading (process); Computer science; Library science; Philosophy; Linguistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003967097,0.0005553286,0.0004865626,0.001549242,0.001710074,0.005504492,0.001900157,0.001845948,0.3032932],"category_scores_gemma":[0.02422888,0.0001448556,0.0006651182,0.001173103,0.001616865,0.003848663,0.00249011,0.002106349,0.06117737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821958,"about_ca_system_score_gemma":0.003930532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008863275,"about_ca_topic_score_gemma":0.008375165,"domain_scores_codex":[0.9966848,0.0005997468,0.0001122601,0.0007182641,0.00137344,0.0005114077],"domain_scores_gemma":[0.9885949,0.00377497,0.0005999276,0.001186033,0.004639023,0.001205074],"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":[0.0005785506,0.0001173216,0.0124927,0.0009733993,0.0001368644,0.0003398395,0.001916489,0.0004707314,0.000597524,0.312213,0.5487429,0.1214207],"study_design_scores_gemma":[0.00008411732,0.0000473141,0.01629388,0.001094862,0.00009998156,0.0003267744,0.0076141,0.0003371933,0.001167056,0.1515133,0.8213946,0.00002674338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01403634,0.002998916,0.008279837,0.1136644,0.005539434,0.000155416,0.008122551,0.0006240523,0.8465791],"genre_scores_gemma":[0.3629783,0.0034363,0.007765243,0.09147013,0.004632208,0.0003215436,0.008941513,0.001060024,0.5193947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6967068,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06216162229133063,"score_gpt":0.3144956890231075,"score_spread":0.2523340667317768,"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."}}