{"id":"W4399127774","doi":"10.3917/res.244.0301","title":"Faire parti sur Twitter","year":2024,"lang":"fr","type":"article","venue":"Réseaux","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science; Humanities; Philosophy","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001541759,0.0002046043,0.0002216058,0.0001077972,0.0002782377,0.00117617,0.0001322823,0.00008204205,0.03061852],"category_scores_gemma":[0.0000419805,0.0001767334,0.0003031844,0.00007077845,0.0002612768,0.0001551029,0.0000572587,0.0002094773,0.005905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004533686,"about_ca_system_score_gemma":0.0001497154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707525,"about_ca_topic_score_gemma":0.0007822774,"domain_scores_codex":[0.9987573,0.00003538626,0.0002665191,0.0003200154,0.0002301331,0.0003906174],"domain_scores_gemma":[0.999366,0.00008357849,0.00003099515,0.000262434,0.0001251191,0.0001318576],"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":[0.000002305905,0.00005928658,0.00009703994,0.0001971788,0.0002219431,0.0002363865,0.003185225,0.00001484637,0.000003128006,0.6884159,0.3035674,0.003999269],"study_design_scores_gemma":[0.00007530834,0.0000363574,0.00004806318,0.0002481633,0.0004810591,0.000003948736,0.001040821,0.006784175,0.00002828378,0.03262668,0.9583792,0.0002479302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008253953,0.1145303,0.0001234525,0.04302678,0.01062608,0.0001076697,0.0002654041,0.0001691252,0.8228973],"genre_scores_gemma":[0.5312419,0.0008683974,0.00001757776,0.0006013252,0.01089202,0.000007173306,0.00003352954,0.0000328055,0.4563053],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6557893,"threshold_uncertainty_score":0.9998607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250818758686474,"score_gpt":0.2978815066425424,"score_spread":0.2453733190556777,"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."}}