{"id":"W4233996524","doi":"10.29173/af29355","title":"Introduction","year":2018,"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003688971,0.0001910241,0.0002617335,0.00005325958,0.0008798651,0.00004743531,0.0002405896,0.0001322761,0.01116322],"category_scores_gemma":[0.000294492,0.0002068515,0.0001095538,0.0009817461,0.003358332,0.0003142265,0.00007133583,0.0002084108,0.009542112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004565102,"about_ca_system_score_gemma":0.00008594502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0254428,"about_ca_topic_score_gemma":0.006613925,"domain_scores_codex":[0.9982095,0.0002423907,0.0002311895,0.0003863924,0.0004295879,0.0005008919],"domain_scores_gemma":[0.9989104,0.00008599174,0.0001415428,0.0001682248,0.0005576718,0.0001361883],"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":[0.00001540441,0.0001163093,0.00014721,0.000009402034,0.0001392781,0.000006642286,0.04715242,0.000001959009,0.00008773389,0.1058361,0.7709244,0.07556311],"study_design_scores_gemma":[0.000305706,0.0002161828,0.001585012,0.00002796762,0.00001685393,9.565147e-7,0.003779902,0.00006278473,0.0008127843,0.01968709,0.9732831,0.0002217149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05300752,0.0647663,0.002969753,0.07427911,0.2822708,0.0003920142,0.00004223716,0.0001382883,0.5221339],"genre_scores_gemma":[0.3623838,0.006678724,0.0006269914,0.001340379,0.2786802,0.00002118789,0.000004439946,0.0000286562,0.3502356],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3093763,"threshold_uncertainty_score":0.9993539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565438627570607,"score_gpt":0.2733551589142475,"score_spread":0.2477007726385414,"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."}}