{"id":"W1741590505","doi":"10.4000/edc.5336","title":"Analyser l’adoption des réseaux socionumériques professionnels : entre approche pragmatiste et étude de la dimension symbolique des usages","year":2013,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Humanities; Appropriation; Philosophy; Sociology; Political science; Epistemology","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004713255,0.000691778,0.0007212603,0.0003608058,0.003378056,0.002104338,0.002434646,0.000633768,0.001893829],"category_scores_gemma":[0.001304508,0.0006950529,0.0004512342,0.0003388579,0.00305948,0.001496004,0.001403787,0.001514709,0.000155343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665326,"about_ca_system_score_gemma":0.0006985312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01907081,"about_ca_topic_score_gemma":0.01238439,"domain_scores_codex":[0.9899117,0.006812716,0.001215929,0.0005247809,0.000514544,0.001020283],"domain_scores_gemma":[0.9912506,0.002697159,0.0009448859,0.003100372,0.001579346,0.0004276639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004040751,0.001798961,0.01320635,0.0005794119,0.0008121564,0.000004116757,0.1389451,0.001389846,0.001624324,0.830526,0.005135428,0.00593786],"study_design_scores_gemma":[0.001843513,0.0002827022,0.09425139,0.005724085,0.002066969,0.00008799064,0.1478372,0.04534687,0.001318241,0.6352445,0.06375511,0.00224137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6335233,0.1379503,0.01229656,0.02547401,0.0001779241,0.002120872,0.0001209651,0.000685489,0.1876506],"genre_scores_gemma":[0.8381833,0.09516025,0.06081432,0.000883032,0.0002564346,0.0006462401,0.0005973366,0.0001203334,0.003338714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2046601,"threshold_uncertainty_score":0.9996536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282411568362433,"score_gpt":0.3385672107435448,"score_spread":0.2957430950599205,"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."}}