{"id":"W2140562321","doi":"10.7202/706790ar","title":"Liens et chaînons manquants dans le processus d’utilisation de la recherche. Utilisation accrue grâce aux méthodes de recherche et développement (Traduction de René Auclair)","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02474339,0.0003625278,0.0003390067,0.0000686496,0.001772665,0.0003505478,0.0006290895,0.001772954,0.0001676602],"category_scores_gemma":[0.002443566,0.0004389648,0.0001866641,0.001933117,0.000684532,0.001408135,0.0001089532,0.001518842,0.00005622347],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006560849,"about_ca_system_score_gemma":0.008128514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07640584,"about_ca_topic_score_gemma":0.1510105,"domain_scores_codex":[0.9840478,0.01273262,0.0005120246,0.0006668413,0.0008561616,0.001184521],"domain_scores_gemma":[0.9969931,0.001625787,0.0005261623,0.0002025154,0.0003543116,0.0002981256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007753636,0.0005451851,0.004911905,0.0001538523,0.00005588591,0.000005492363,0.7116362,0.0004395658,0.002635922,0.1890412,0.003514786,0.08698252],"study_design_scores_gemma":[0.001454788,0.0001362053,0.1298407,0.0003069767,0.0002210157,0.00002408327,0.40787,0.00816667,0.002722709,0.3379051,0.1102156,0.001136181],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6104622,0.0008301248,0.01165416,0.3488263,0.0007012293,0.0005314698,0.00005161047,0.0002052349,0.02673773],"genre_scores_gemma":[0.9366597,0.004678272,0.04135139,0.00753103,0.003098583,0.0001366063,0.00004101031,0.00006600696,0.006437405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3412952,"threshold_uncertainty_score":0.9998062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5557441195525216,"score_gpt":0.5188854304238202,"score_spread":0.03685868912870138,"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."}}