{"id":"W2482499010","doi":"10.7202/1029135ar","title":"Alain Roberge","year":2010,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Physics; Documentation; Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002056782,0.0009683934,0.0007327233,0.002833754,0.003606399,0.006644731,0.001008222,0.0031331,0.0621694],"category_scores_gemma":[0.01055875,0.0004434866,0.0002743833,0.003212063,0.001845385,0.007221922,0.002679014,0.003944155,0.04233284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003887337,"about_ca_system_score_gemma":0.00342428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02085199,"about_ca_topic_score_gemma":0.02370608,"domain_scores_codex":[0.9968908,0.0007325959,0.0001168409,0.0006094585,0.001440352,0.0002099373],"domain_scores_gemma":[0.9961468,0.001077802,0.0003148084,0.0002037285,0.001818312,0.0004385504],"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":[0.00004181002,0.0000126718,0.0002040048,0.000256973,0.00000861354,0.00008032168,0.0009048753,0.00005444564,0.000244909,0.02870379,0.8926637,0.07682402],"study_design_scores_gemma":[0.000003260824,0.000002237443,0.0002094446,0.0001491461,0.000002228724,0.00009587609,0.0001963462,0.00002275581,0.0001311853,0.001827285,0.9973532,0.000006953087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002360245,0.5252063,0.00560666,0.2237964,0.03331639,0.00004407152,0.0009710989,0.001355041,0.2073437],"genre_scores_gemma":[0.04909107,0.1720814,0.005861216,0.02687251,0.01269977,0.0001082187,0.0007144263,0.001391575,0.73118],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9378306,"threshold_uncertainty_score":0.2079774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107330834573396,"score_gpt":0.3607197280980864,"score_spread":0.2499866446407468,"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."}}