{"id":"W4233179097","doi":"10.4000/books.pum.3495","title":"Avant-propos","year":2016,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","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":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001557459,0.001004702,0.0005567481,0.00167718,0.006748856,0.00829503,0.001600817,0.002727324,0.09805012],"category_scores_gemma":[0.00375667,0.0004285631,0.000714719,0.001598354,0.003287942,0.005700037,0.00325014,0.003607425,0.03454407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01069734,"about_ca_system_score_gemma":0.007642532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09174166,"about_ca_topic_score_gemma":0.1580821,"domain_scores_codex":[0.9981617,0.0003453634,0.00007101744,0.0004899727,0.0006353065,0.0002966027],"domain_scores_gemma":[0.9983726,0.0002333063,0.00006217769,0.0002106375,0.0008417949,0.0002795165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008466623,0.00005319846,0.001437972,0.0003415156,0.00002714056,0.0006453269,0.008168175,0.000246376,0.0009640785,0.4645543,0.4058317,0.1176456],"study_design_scores_gemma":[0.000002485324,0.000005843551,0.0002094964,0.00009999865,0.000004060913,0.0001237546,0.0006932877,0.00003773375,0.0001484731,0.003933044,0.9947344,0.000007354697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007151946,0.02859105,0.007974488,0.03219162,0.01503367,0.0001304424,0.001017926,0.0005187384,0.9073901],"genre_scores_gemma":[0.03670821,0.00771901,0.004055375,0.006601377,0.001191814,0.00007614213,0.0006723767,0.0003385652,0.942637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9019499,"threshold_uncertainty_score":0.3280103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904635396783368,"score_gpt":0.1901411336273117,"score_spread":0.171094779659478,"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."}}