{"id":"W4210249392","doi":"10.4000/hybrid.625","title":"Le réseau créatif des langu.ages","year":2021,"lang":"fr","type":"article","venue":"Hybrid","topic":"Digital Communication and Language","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000169828,0.0001204748,0.0001396531,0.00003421272,0.0001780899,0.000617532,0.0007085321,0.00002956815,0.0004904548],"category_scores_gemma":[0.0001527898,0.0001382795,0.00009578311,0.0002857561,0.0001852141,0.0007007641,0.0006023808,0.0001526198,0.001153206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003406551,"about_ca_system_score_gemma":0.0003679798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005419229,"about_ca_topic_score_gemma":0.0004238465,"domain_scores_codex":[0.998911,0.0001740882,0.0001746627,0.0002696665,0.000178411,0.000292167],"domain_scores_gemma":[0.9985455,0.0001046501,0.00005110062,0.001012486,0.0001512836,0.0001349902],"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":[0.000001325938,0.0002251503,0.0001013623,0.00005281806,0.00002179469,0.0005535101,0.0008666581,0.00001238171,0.0003247352,0.7091128,0.01547831,0.2732492],"study_design_scores_gemma":[0.0002089143,0.0000271193,0.001656873,0.0001026447,0.000007282366,0.0003281728,0.0002588051,0.001275489,0.01315194,0.01086811,0.9719043,0.0002102961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009472597,0.04948526,0.02198933,0.02158788,0.0005820409,0.00007043819,0.00003477814,0.0001751318,0.8966026],"genre_scores_gemma":[0.8470389,0.0004813414,0.01216976,0.002512162,0.00008541894,0.000005639191,0.00004237707,0.00001614218,0.1376482],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.956426,"threshold_uncertainty_score":0.9996245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906369365627151,"score_gpt":0.266523078734364,"score_spread":0.2274593850780925,"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."}}