{"id":"W2739159483","doi":"10.4000/communication.7327","title":"Faire compter les machines","year":2017,"lang":"fr","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005017171,0.0007652518,0.0004773503,0.001541693,0.003372688,0.009887265,0.001266484,0.002908206,0.01742937],"category_scores_gemma":[0.0119654,0.0004680277,0.0007342419,0.001004105,0.02122577,0.01771747,0.00513286,0.002724736,0.003480676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333743,"about_ca_system_score_gemma":0.00183197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889413,"about_ca_topic_score_gemma":0.001784859,"domain_scores_codex":[0.9944972,0.002809177,0.0001603628,0.001050818,0.001088433,0.0003938768],"domain_scores_gemma":[0.9921464,0.004480897,0.0003406378,0.001816444,0.0009175069,0.0002980363],"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":[0.00001554092,0.000005634359,0.0001945261,0.00005530898,0.000005009931,0.00009244199,0.006447276,0.0002057451,0.000742797,0.9832315,0.001513962,0.007490188],"study_design_scores_gemma":[0.00001949756,0.00003194212,0.0005216935,0.000215908,0.00001615879,0.0003673801,0.007963366,0.001889467,0.002743312,0.6664718,0.3197278,0.00003157591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05689657,0.00414105,0.2651135,0.02703525,0.00134607,0.0001532522,0.000215553,0.0007604656,0.6443384],"genre_scores_gemma":[0.7705172,0.003065688,0.07455758,0.002292297,0.0007486991,0.000287021,0.0002070176,0.0006399417,0.1476846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01742937,"threshold_uncertainty_score":0.05830711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4246444258666083,"score_gpt":0.375412439061694,"score_spread":0.04923198680491431,"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."}}