{"id":"W2967987345","doi":"10.3917/proj.020.0005","title":"Recherche en science du design : enjeux, débats et contributions","year":2019,"lang":"fr","type":"article","venue":"Projectics / Proyéctica / Projectique","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université du Québec à Montréal","funders":"","keywords":"Political science","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","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.03636324,0.0004910208,0.0005514803,0.0005212559,0.001564561,0.0009759289,0.0009072512,0.0008165285,0.0009878349],"category_scores_gemma":[0.01505254,0.0004914238,0.0001840808,0.003980263,0.001270295,0.005132846,0.000327155,0.001498563,0.001313424],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003850522,"about_ca_system_score_gemma":0.01125572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914843,"about_ca_topic_score_gemma":0.0001958971,"domain_scores_codex":[0.9883007,0.00683324,0.001193559,0.0008401709,0.001354495,0.001477801],"domain_scores_gemma":[0.9915684,0.003701112,0.0007660423,0.0006615057,0.002985863,0.0003170416],"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":[0.00009528244,0.0002701843,0.001552996,0.0003595375,0.0000980134,0.000004021792,0.1425258,0.00007202738,0.0009976912,0.841219,0.001623367,0.01118208],"study_design_scores_gemma":[0.003280122,0.002348658,0.001200062,0.0007026724,0.0002686358,0.0002529245,0.1174659,0.009961124,0.02137072,0.1263607,0.7146925,0.002096036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06213828,0.001401712,0.3594491,0.1088845,0.02177953,0.02977097,0.0004253871,0.001136726,0.4150138],"genre_scores_gemma":[0.9361291,0.001383122,0.04135878,0.00135937,0.0008708862,0.0007540468,0.00002385368,0.00007317866,0.01804767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8739908,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773989818246896,"score_gpt":0.4742336840165685,"score_spread":0.2968347021918789,"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."}}