{"id":"W12899291","doi":"10.1093/sw/48.3.428","title":"Florence MILLERAND, Serge PROULX et Julien RUEFF (dir.) (2010), Web social. Mutation de la communication. Québec, Presses de l’Université du Québec, Coll. « Communication »","year":2012,"lang":"fr","type":"article","venue":"Communication. Information médias théories pratiques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005790914,0.0004354961,0.0004846847,0.000148189,0.004472621,0.0009894866,0.002665014,0.0006299681,0.002008838],"category_scores_gemma":[0.002060829,0.0004921196,0.000199004,0.001136506,0.002976827,0.01175821,0.0007210989,0.0009120286,0.0002320342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927215,"about_ca_system_score_gemma":0.005557744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3635065,"about_ca_topic_score_gemma":0.2251288,"domain_scores_codex":[0.9921229,0.004956719,0.001068118,0.0002276705,0.0008134558,0.0008110644],"domain_scores_gemma":[0.9928634,0.002727501,0.001623612,0.001327293,0.001113728,0.0003444818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005016821,0.0002631648,0.01646951,0.00008835878,0.00008134529,2.959087e-7,0.3455275,0.0002118149,0.00001676541,0.09315614,0.5287958,0.01533917],"study_design_scores_gemma":[0.0006705082,0.00004349271,0.07414968,0.0002068998,0.0001142138,0.00001266229,0.05666932,0.001630013,0.0001136549,0.002662492,0.8631649,0.0005621483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09782254,0.2405484,0.004858134,0.4375817,0.0008189662,0.002641452,0.0003566354,0.0008421984,0.2145299],"genre_scores_gemma":[0.8124191,0.172241,0.007916282,0.002619784,0.0002087779,0.0003679948,0.0003961935,0.00003449209,0.003796371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7145966,"threshold_uncertainty_score":0.9997531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651175804046566,"score_gpt":0.2818989683501872,"score_spread":0.2653872103097216,"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."}}