{"id":"W2417268199","doi":"10.29173/cais5","title":"Metadata et profil utilisateur","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics","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":["metaresearch","metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001798432,0.0005359271,0.0009502289,0.0002680315,0.0002108252,0.01382332,0.006534101,0.0002902298,0.0001808021],"category_scores_gemma":[0.02049875,0.0004217348,0.0004176279,0.001272929,0.0009817019,0.05545251,0.003072495,0.0006317872,0.00006650916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006064042,"about_ca_system_score_gemma":0.0007635194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003735274,"about_ca_topic_score_gemma":0.0000408942,"domain_scores_codex":[0.9961783,0.0001180821,0.0009942909,0.0008324266,0.0009313675,0.0009455865],"domain_scores_gemma":[0.9394716,0.0002930576,0.001503562,0.0008639008,0.05750263,0.0003652713],"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":[0.00009599329,0.001220554,0.1193253,0.002262112,0.001448119,0.00001037106,0.09973165,0.00002938633,0.03808539,0.444201,0.1572941,0.136296],"study_design_scores_gemma":[0.001659579,0.00104913,0.1239037,0.002728415,0.001189185,0.00023843,0.009303527,0.03511678,0.08536182,0.02636122,0.7111287,0.001959624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304585,0.002018095,0.001626312,0.04265783,0.0009540318,0.0007470461,0.0009368531,0.0001191801,0.02048213],"genre_scores_gemma":[0.9684818,0.0004376441,0.008140473,0.0007309284,0.0001745585,0.00004875815,0.00001781568,0.00003621331,0.02193176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5538345,"threshold_uncertainty_score":0.9998235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04691273594736711,"score_gpt":0.2647341540724865,"score_spread":0.2178214181251194,"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."}}