{"id":"W2530332469","doi":"","title":"Communications et consommation [ressource électronique] : FRA-P102-4 : un choix éclairé : module 3","year":2011,"lang":"fr","type":"article","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; European commission; Art; Business; European union","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004954561,0.0002774111,0.0002485,0.0001174039,0.0004282214,0.0003789222,0.002875321,0.0002067978,0.002919824],"category_scores_gemma":[0.00001872062,0.000277703,0.0001159634,0.0005727993,0.0002667937,0.003283417,0.00121528,0.0004849255,0.0008956354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004341265,"about_ca_system_score_gemma":0.0002377339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003913288,"about_ca_topic_score_gemma":0.0009797526,"domain_scores_codex":[0.9976273,0.0006782872,0.0004435023,0.000468398,0.0002520438,0.0005304314],"domain_scores_gemma":[0.9967759,0.0002199228,0.0002156429,0.00241882,0.0001498674,0.0002198295],"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":[0.000007387758,0.0004045139,0.001644769,0.00004451144,0.00005759876,0.000003983746,0.01407693,0.00003030286,0.00007931913,0.9579458,0.005200236,0.02050463],"study_design_scores_gemma":[0.0006816835,0.0002884099,0.04542036,0.0001565559,0.00005491723,0.00005346091,0.0004468323,0.2682206,0.009350472,0.09641803,0.5781707,0.0007379429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01741779,0.008056567,0.304315,0.1065302,0.0008510688,0.0005638499,0.00002996575,0.0007372075,0.5614983],"genre_scores_gemma":[0.7380292,0.001029568,0.2079989,0.008082919,0.000116853,0.0000473462,0.0000459101,0.00003607116,0.04461319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8615278,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06485805829064384,"score_gpt":0.2592056330525704,"score_spread":0.1943475747619265,"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."}}