{"id":"W4237277801","doi":"10.26522/vp.v13i1.1369","title":"Introduction","year":2016,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001477012,0.0006585597,0.0003562715,0.001342218,0.002486518,0.006125059,0.001630227,0.002760741,0.2894131],"category_scores_gemma":[0.004815935,0.0002261847,0.0004383693,0.001663921,0.001461434,0.004232666,0.003431055,0.002697824,0.1223999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002509998,"about_ca_system_score_gemma":0.003222862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006324018,"about_ca_topic_score_gemma":0.005511116,"domain_scores_codex":[0.998487,0.0002379295,0.00006809244,0.0003994739,0.0006096388,0.0001978341],"domain_scores_gemma":[0.997668,0.0005442566,0.0001178788,0.0002599507,0.001029955,0.0003799643],"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":[0.00005372919,0.00004591241,0.000787762,0.0005177204,0.000004527651,0.00013133,0.002601709,0.0001724796,0.0005232328,0.2377627,0.5785273,0.1788716],"study_design_scores_gemma":[0.000001602327,0.000004784486,0.0002735397,0.0001378502,8.940654e-7,0.00003662123,0.0002755489,0.0000125315,0.00006334284,0.003899766,0.99529,0.000003595566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00269382,0.009790497,0.0103093,0.03665211,0.01275184,0.0001885058,0.004392792,0.0008282571,0.9223929],"genre_scores_gemma":[0.03805047,0.01208573,0.007120544,0.01990864,0.008257527,0.0003960546,0.00549914,0.0008059143,0.907876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7105869,"threshold_uncertainty_score":0.9681832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09531065336962598,"score_gpt":0.2689581205232447,"score_spread":0.1736474671536188,"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."}}