{"id":"W4253778255","doi":"10.7202/008547ar","title":"Liminaire","year":2003,"lang":"fr","type":"article","venue":"Tangence","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0008047079,0.001315113,0.0006472033,0.001421247,0.002497416,0.003552472,0.0007782407,0.001794928,0.2173946],"category_scores_gemma":[0.001964471,0.000415359,0.0003649157,0.001391638,0.0009186236,0.002643229,0.00233184,0.001708072,0.06022756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765578,"about_ca_system_score_gemma":0.002208835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02179311,"about_ca_topic_score_gemma":0.07849795,"domain_scores_codex":[0.9995661,0.0000790081,0.00001625599,0.000130323,0.0001434319,0.00006482365],"domain_scores_gemma":[0.9994426,0.00008034299,0.00004794481,0.00005344327,0.0002310944,0.0001445383],"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":[0.00008565999,0.00002245953,0.0004519848,0.0003071352,0.00001156404,0.0001675141,0.0007514317,0.0001174904,0.0005229505,0.02094327,0.7797885,0.19683],"study_design_scores_gemma":[0.000002738972,0.000005672949,0.0004123938,0.000108704,0.000002699004,0.0000457383,0.0002525681,0.00001988427,0.00009225249,0.0009013378,0.9981517,0.000004203818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003754647,0.3400865,0.003746059,0.06051024,0.02351746,0.00009918219,0.00199008,0.0009803389,0.5653157],"genre_scores_gemma":[0.006714612,0.02317166,0.001020849,0.002779671,0.0009683918,0.0000321518,0.0002298653,0.0001920587,0.9648907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2173946,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06667090506868942,"score_gpt":0.2736748685012605,"score_spread":0.2070039634325711,"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."}}