{"id":"W4390343969","doi":"10.3917/soc.162.0005","title":"Présentation","year":2023,"lang":"fr","type":"article","venue":"Sociétés","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Computer 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":["insufficient_payload"],"category_scores_codex":[0.0001601458,0.0000998023,0.0001301308,0.00008192612,0.0004432983,0.0002290186,0.00007570407,0.00005780812,0.02842987],"category_scores_gemma":[0.00006082017,0.0001006525,0.0001674943,0.00009286913,0.0001883703,0.00007787765,0.0000336064,0.00008840978,0.006452995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002745285,"about_ca_system_score_gemma":0.00004118621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105205,"about_ca_topic_score_gemma":0.0001666679,"domain_scores_codex":[0.9992251,0.0000333766,0.0001696184,0.0001494006,0.0001708325,0.0002516322],"domain_scores_gemma":[0.9995837,0.00006515736,0.00005643728,0.0001304726,0.0001050707,0.00005913405],"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":[0.000001474518,0.00002833315,0.00005496073,0.00003630541,0.0000928266,0.00001967509,0.004226847,0.00003063345,0.000005032985,0.6675248,0.3235716,0.004407569],"study_design_scores_gemma":[0.0001478989,0.00001911059,0.000128948,0.00002435922,0.0002032904,3.06401e-7,0.01388813,0.001239366,0.00002545814,0.05909952,0.9250916,0.000131965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008268325,0.004301659,0.00001994251,0.03046888,0.02369416,0.0001018778,0.0001924272,0.0001629737,0.9327897],"genre_scores_gemma":[0.2482021,0.002346006,0.00002217881,0.0003759694,0.02235953,0.00001170406,0.0002093959,0.00002792894,0.7264451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6084253,"threshold_uncertainty_score":0.9943206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118660764081287,"score_gpt":0.4155663115783971,"score_spread":0.2969055474971101,"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."}}