{"id":"W3120689160","doi":"10.1353/tfr.2020.0105","title":"Reformulation Et Acquisition De La Complexité Linguistique: Perspective Interlangue ed. by Claire Martinot et al.","year":2020,"lang":"fr","type":"article","venue":"The French review","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Argument (complex analysis); Focus (optics); Linguistics; Negotiation; Computer science; Second-language acquisition; Sociology; Philosophy; Artificial intelligence; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009980961,0.0002867626,0.0004228111,0.0000318864,0.0004410793,0.0003573789,0.0003451055,0.0000961842,0.001993215],"category_scores_gemma":[0.002378858,0.0002366612,0.0002691354,0.00008561164,0.0003519698,0.0001796413,0.0001817085,0.000556503,0.0003948389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789537,"about_ca_system_score_gemma":0.0001053575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009129378,"about_ca_topic_score_gemma":0.002980364,"domain_scores_codex":[0.9977379,0.0008661735,0.0004297348,0.000369657,0.0002843084,0.0003121772],"domain_scores_gemma":[0.9978454,0.0001765258,0.0003035268,0.0002902773,0.001232709,0.0001516129],"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":[0.00000957058,0.0001021507,0.0002435491,0.00136225,0.00008233851,0.00002734649,0.02335644,0.000001892502,0.000003206165,0.07736818,0.8966846,0.0007584098],"study_design_scores_gemma":[0.0002634285,0.0001220382,0.0005527959,0.002315439,0.0003235974,0.000004583594,0.004525305,0.0003673475,0.000005800294,0.002831582,0.9883837,0.0003044294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002655038,0.8229101,0.001078918,0.05355629,0.006508375,0.001340566,0.001549928,0.0002361987,0.1101646],"genre_scores_gemma":[0.69517,0.1153272,0.0003254251,0.165132,0.0113787,0.0000350663,0.0008352677,0.00007634111,0.0117199],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7075828,"threshold_uncertainty_score":0.9989191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556647655859075,"score_gpt":0.3169907159298826,"score_spread":0.2914242393712919,"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."}}