{"id":"W4391078812","doi":"","title":"Écrire, penser par maquette","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association for Canadian and Québec Literatures","funders":"","keywords":"Computer science; Economics","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":[0.004173824,0.003082414,0.002861528,0.002451322,0.005305487,0.01452031,0.002268933,0.005461869,0.4311874],"category_scores_gemma":[0.01833147,0.0008105167,0.002447909,0.001579588,0.002058905,0.005654196,0.005066729,0.007858112,0.3030407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900315,"about_ca_system_score_gemma":0.004077764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004765196,"about_ca_topic_score_gemma":0.005615473,"domain_scores_codex":[0.9944336,0.001326184,0.0003721173,0.0008826915,0.002359618,0.0006257996],"domain_scores_gemma":[0.9904341,0.001396864,0.000514442,0.0008278862,0.005437006,0.001389822],"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":[0.0003047964,0.0000578315,0.0002198756,0.000645626,0.00003927356,0.0002334816,0.0004302618,0.0001276183,0.002140203,0.006997259,0.9292442,0.05955961],"study_design_scores_gemma":[0.00001530722,0.00003584895,0.0002953809,0.00007574377,0.000005847103,0.00008223831,0.0001564112,0.00004353205,0.0001919248,0.0003634829,0.998724,0.00001016011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00378935,0.04157284,0.003844218,0.08088909,0.6871325,0.000487781,0.002506209,0.002114804,0.1776632],"genre_scores_gemma":[0.008904493,0.007978002,0.001198657,0.009198444,0.1102826,0.0003366883,0.0009345825,0.001181527,0.8599849],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4311874,"threshold_uncertainty_score":0.8113422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892420509770385,"score_gpt":0.2425890991771354,"score_spread":0.2136648940794316,"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."}}