{"id":"W4400770944","doi":"10.7202/1112380ar","title":"Présentation","year":2022,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","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":true,"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":[0.001491115,0.001402338,0.0009410102,0.001353547,0.002431628,0.007424791,0.00199259,0.003947534,0.8164563],"category_scores_gemma":[0.008288098,0.0003780576,0.001008988,0.0008925658,0.0007584738,0.00311571,0.003522859,0.003253114,0.6179854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003708939,"about_ca_system_score_gemma":0.004031143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00884565,"about_ca_topic_score_gemma":0.009671006,"domain_scores_codex":[0.9986863,0.0001473349,0.00007131858,0.0002217787,0.0006596264,0.0002136594],"domain_scores_gemma":[0.9940066,0.0003914787,0.0001647941,0.0003085893,0.003938709,0.001189665],"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":[0.00001697972,0.000004730913,0.00002092417,0.00003230043,0.000001184752,0.00002652875,0.00001104533,0.000009520276,0.00003867902,0.0003340059,0.9927379,0.00676614],"study_design_scores_gemma":[0.00001120601,0.000008012824,0.00008752402,0.00005922036,0.000001462413,0.00004161784,0.0000396252,0.00002094379,0.00005425428,0.0002944865,0.9993777,0.000003876079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0008167284,0.004067093,0.001622452,0.08580339,0.2469782,0.0007501915,0.01244797,0.003019117,0.644495],"genre_scores_gemma":[0.002748161,0.001425269,0.000305959,0.008699884,0.0169537,0.0001726686,0.002859162,0.0005159365,0.9663193],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8164563,"threshold_uncertainty_score":0.2618029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1803471667118579,"score_gpt":0.3912818550038876,"score_spread":0.2109346882920297,"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."}}