{"id":"W3212038889","doi":"10.4000/communication.14808","title":"Pratiques informationnelles des youtubeurs scientifiques au service de la médiation du savoir","year":2021,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007212703,0.000472806,0.000526376,0.002381713,0.008127445,0.007500827,0.0007066625,0.002187605,0.01492353],"category_scores_gemma":[0.02472042,0.0003766959,0.0003395909,0.003002735,0.003114819,0.006064953,0.002983773,0.00308766,0.004950912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005353435,"about_ca_system_score_gemma":0.005512455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1001702,"about_ca_topic_score_gemma":0.1165768,"domain_scores_codex":[0.9929548,0.004337027,0.0002570669,0.0004976403,0.00141195,0.0005415646],"domain_scores_gemma":[0.9827771,0.009907844,0.0009508791,0.0005609813,0.004626123,0.001177111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003018362,0.0001088198,0.01061822,0.0006531747,0.00003620761,0.001635737,0.7746608,0.0002254061,0.006149875,0.04050336,0.07373748,0.09136912],"study_design_scores_gemma":[0.00003110737,0.0001301318,0.01986086,0.0006205794,0.00002013632,0.000421968,0.2912795,0.0007545852,0.00253738,0.002957667,0.6812708,0.0001152971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4810996,0.005760026,0.01589885,0.04694763,0.002483348,0.0009753877,0.003622334,0.0006050341,0.4426079],"genre_scores_gemma":[0.7517374,0.004179119,0.009031224,0.005329222,0.0008398211,0.001710506,0.001806423,0.000531191,0.2248351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9924992,"threshold_uncertainty_score":0.1991743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07741165760483615,"score_gpt":0.3143555194099332,"score_spread":0.2369438618050971,"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."}}