{"id":"W2526272612","doi":"10.29173/af28188","title":"Manfra et prépublication : équation impossible ?","year":2016,"lang":"fr","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0215712,0.001067042,0.001510612,0.004184747,0.004802179,0.01289945,0.002452444,0.002985813,0.04018983],"category_scores_gemma":[0.111532,0.001031439,0.0009818405,0.00638777,0.01575976,0.02639542,0.004867091,0.005021293,0.007932877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006931106,"about_ca_system_score_gemma":0.005735321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01638166,"about_ca_topic_score_gemma":0.01253475,"domain_scores_codex":[0.9807546,0.00948181,0.001417167,0.003174888,0.004178931,0.0009927123],"domain_scores_gemma":[0.8987131,0.06488198,0.01009457,0.009411625,0.01524031,0.001658483],"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":[0.0002796274,0.0001130709,0.01315812,0.001163249,0.0001026898,0.0008929609,0.0326931,0.0002547271,0.0003109349,0.767965,0.05794398,0.1251226],"study_design_scores_gemma":[0.00007787609,0.0001344333,0.01505871,0.002007203,0.0001550159,0.001593349,0.02137337,0.0011622,0.0009116589,0.4694637,0.4879273,0.0001352288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.08482763,0.08048499,0.06820553,0.2565123,0.01126015,0.0004486906,0.003133245,0.000722738,0.4944047],"genre_scores_gemma":[0.7988849,0.03041069,0.02588917,0.0271121,0.008195787,0.0005395875,0.001630181,0.001354948,0.1059828],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9871005,"threshold_uncertainty_score":0.1344484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647704975959952,"score_gpt":0.3280520515520092,"score_spread":0.163281553956014,"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."}}