{"id":"W4392829659","doi":"10.62212/revuepossibles.v45i1.385","title":"Les infrastructures numeriques","year":2021,"lang":"fr","type":"article","venue":"Revue Possibles","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00006054773,0.0002603027,0.0002955998,0.00005192557,0.0002055983,0.002662054,0.0003672146,0.0001686926,0.0006336944],"category_scores_gemma":[0.0001804822,0.0002188642,0.0001791769,0.0005166258,0.0001524936,0.002172588,0.0003438051,0.0002056564,0.0001903821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006601738,"about_ca_system_score_gemma":0.0002091319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188893,"about_ca_topic_score_gemma":0.0005234428,"domain_scores_codex":[0.9985076,0.00009444653,0.0003066389,0.0004563764,0.0001789823,0.0004559107],"domain_scores_gemma":[0.9987146,0.00009689478,0.0001105257,0.0004911227,0.0003193588,0.0002674469],"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":[0.000004571793,0.0001124287,0.0008384555,0.0003606475,0.00006837704,0.001215419,0.004853458,0.000162091,0.003968418,0.6212435,0.03803251,0.3291402],"study_design_scores_gemma":[0.0002448313,0.0001278592,0.02649244,0.001000075,0.0000380258,0.003096678,0.0002237679,0.001374682,0.03871251,0.1205424,0.8074732,0.0006734442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07541332,0.238589,0.01764696,0.03262838,0.005510596,0.0002149006,0.0001974165,0.0003631244,0.6294363],"genre_scores_gemma":[0.7736718,0.005103094,0.02942549,0.001716713,0.001574417,0.000006907868,0.00006974179,0.00003129673,0.1884005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7694408,"threshold_uncertainty_score":0.9983733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.294917796038033,"score_gpt":0.3402278307957684,"score_spread":0.04531003475773543,"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."}}