{"id":"W6974065812","doi":"10.58079/up6c","title":"Aldo Trucchio, postdoctorant accueilli à TEMOS, présente son projet de recherche","year":2018,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Identification (biology)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.005173525,0.0008804187,0.0008567036,0.0004834491,0.001867701,0.002151762,0.002918625,0.0007400422,0.008664878],"category_scores_gemma":[0.001433137,0.0008874104,0.0004301016,0.001746709,0.001724613,0.02850597,0.003236922,0.001531442,0.01294568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872196,"about_ca_system_score_gemma":0.001587174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004866898,"about_ca_topic_score_gemma":0.001778475,"domain_scores_codex":[0.9903597,0.002803052,0.001112393,0.001831218,0.001829971,0.002063699],"domain_scores_gemma":[0.9940963,0.0007781063,0.0005466843,0.001592988,0.002122688,0.0008632179],"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":[0.0004663535,0.001653823,0.0009121997,0.000402455,0.0005744482,0.0008296964,0.003811965,0.00002947384,0.001709427,0.3368278,0.5930807,0.05970166],"study_design_scores_gemma":[0.003802446,0.004814875,0.05038625,0.002817441,0.000253518,0.0009485859,0.001778467,0.009923318,0.01420089,0.05823229,0.8504604,0.00238148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02064846,0.003336336,0.06854981,0.6757384,0.02685292,0.004658237,0.002218379,0.000917641,0.1970798],"genre_scores_gemma":[0.4053402,0.006020173,0.1975663,0.08059601,0.02304512,0.002546243,0.00179605,0.0004402136,0.2826498],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5951424,"threshold_uncertainty_score":0.9994317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1844254406459386,"score_gpt":0.4014083961931289,"score_spread":0.2169829555471903,"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."}}