{"id":"W2944649938","doi":"10.3917/proj.020.0063","title":"Design, Science et Technologie : quels modèles et idéauxtypes pour la recherche en science du design ?","year":2019,"lang":"fr","type":"article","venue":"Projectics / Proyéctica / Projectique","topic":"Design Education and Practice","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.05536402,0.000943822,0.0007180212,0.001771733,0.0006064399,0.001784562,0.002352262,0.001407775,0.0002561772],"category_scores_gemma":[0.05264886,0.0009560373,0.0001442227,0.006715603,0.001868175,0.005662743,0.0006737706,0.004933965,0.001237087],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003421868,"about_ca_system_score_gemma":0.02542813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003997114,"about_ca_topic_score_gemma":0.00002315676,"domain_scores_codex":[0.9872307,0.006590879,0.000943311,0.001908768,0.001383155,0.001943145],"domain_scores_gemma":[0.9792195,0.01652226,0.0004535142,0.001591663,0.001808083,0.0004049751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004595214,0.002497465,0.001301953,0.0020109,0.00034908,0.0001067525,0.03975321,0.03409867,0.3990017,0.4343139,0.003387577,0.08271927],"study_design_scores_gemma":[0.001571024,0.00148613,0.0007649201,0.001001513,0.0003265038,0.00201203,0.008468955,0.211067,0.6003923,0.08723193,0.08276309,0.002914581],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004044761,0.001722008,0.8507782,0.04271833,0.003396794,0.006844622,0.00001439469,0.001716103,0.08876476],"genre_scores_gemma":[0.3767561,0.002975528,0.6116696,0.0006059672,0.0001674282,0.0006250487,0.000001611034,0.000186273,0.007012468],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3727113,"threshold_uncertainty_score":0.9998886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.281914295089763,"score_gpt":0.4252349748916353,"score_spread":0.1433206798018723,"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."}}