{"id":"W1893245076","doi":"10.4000/interventionseconomiques.890","title":"Tout un défi : faire travailler ensemble des praticiens et des chercheurs universitaires ! Réflexions sur l’expérience de l’Alliance de recherche universités-communautés en économie sociale (ARUC-ÉS)","year":2005,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004608103,0.0004029286,0.0004821848,0.00009658332,0.001778269,0.0004057557,0.00144247,0.0007202333,0.00139411],"category_scores_gemma":[0.002050458,0.000491126,0.0007790544,0.0008291587,0.003398857,0.002894606,0.0002811341,0.0009026869,0.0001491461],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01033864,"about_ca_system_score_gemma":0.003433474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08509713,"about_ca_topic_score_gemma":0.3604412,"domain_scores_codex":[0.9940382,0.003265534,0.000619958,0.0006346027,0.000194582,0.00124713],"domain_scores_gemma":[0.9964433,0.001784692,0.0004807983,0.0003857026,0.0004394905,0.0004660134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007217117,0.0008147314,0.008257215,0.0001302705,0.000236761,0.00002704462,0.2385093,0.001318982,0.0002109879,0.3197455,0.007975808,0.4227012],"study_design_scores_gemma":[0.002200888,0.0007248855,0.04456511,0.002823658,0.0004670896,0.00004148122,0.25177,0.004170516,0.002743463,0.4329741,0.2556317,0.001887056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660396,0.006301185,0.01141854,0.07415628,0.0004226563,0.0004357386,0.0001057171,0.0002085833,0.04091175],"genre_scores_gemma":[0.8811743,0.009115797,0.03428912,0.0007652631,0.0003521226,0.00003350155,0.000006323613,0.00003693909,0.07422666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208142,"threshold_uncertainty_score":0.999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379494882346241,"score_gpt":0.4018802478950442,"score_spread":0.1639307596604201,"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."}}