{"id":"W4243391749","doi":"10.29173/af29378","title":"Introduction","year":2019,"lang":"fr","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001983429,0.0009878338,0.0006997949,0.003092266,0.00283738,0.004859322,0.00105591,0.002271442,0.1300051],"category_scores_gemma":[0.006469455,0.0003115706,0.000900787,0.00186913,0.001819062,0.002714174,0.001933224,0.002754624,0.02870207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004867995,"about_ca_system_score_gemma":0.003005642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233874,"about_ca_topic_score_gemma":0.01398492,"domain_scores_codex":[0.9977649,0.0006140391,0.0001142758,0.0005728196,0.0006788619,0.000255078],"domain_scores_gemma":[0.9968826,0.0008807093,0.0002042694,0.0003294897,0.001471099,0.0002318873],"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":[0.0000984126,0.0000411691,0.0007944328,0.000360691,0.00001078577,0.0001499038,0.0007259824,0.0002130201,0.0004126696,0.2544711,0.6366176,0.1061042],"study_design_scores_gemma":[0.000003243446,0.000006837231,0.0005046591,0.0001094969,0.0000017099,0.00006403868,0.00007057919,0.00003944819,0.00005715219,0.003685008,0.9954516,0.000006244266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005608054,0.03197608,0.008541803,0.06261364,0.07596936,0.0001088994,0.004358615,0.0008768127,0.8099467],"genre_scores_gemma":[0.07337899,0.01481948,0.007014821,0.01678537,0.05397019,0.0003280663,0.003723297,0.001111816,0.828868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1300051,"threshold_uncertainty_score":0.4349103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749260637039399,"score_gpt":0.2516022902361553,"score_spread":0.2341096838657613,"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."}}