{"id":"W3131296025","doi":"10.4000/rfsic.10660","title":"Communication & Management","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005090627,0.0002611729,0.000234876,0.0004226668,0.002071217,0.002317242,0.001099397,0.0002889794,0.0007817829],"category_scores_gemma":[0.0005128297,0.0003153661,0.0001100604,0.002768062,0.001574868,0.01276022,0.0005341829,0.0005159302,0.0007342871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937025,"about_ca_system_score_gemma":0.0003141921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199195,"about_ca_topic_score_gemma":0.0005488582,"domain_scores_codex":[0.9976386,0.0005312701,0.0007760701,0.0002255065,0.0003554107,0.0004731557],"domain_scores_gemma":[0.9967716,0.0003300701,0.000691842,0.001123416,0.001047089,0.00003597919],"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":[0.00001716518,0.0002033139,0.004356747,0.001592159,0.00003665583,0.000003199003,0.002672153,0.007648538,0.00006735635,0.9340995,0.007988891,0.0413143],"study_design_scores_gemma":[0.0006157657,0.000007455282,0.03257769,0.001596762,0.0001147089,0.0001070685,0.00157457,0.036478,0.0000549246,0.05364908,0.8728212,0.0004027913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05354702,0.02129626,0.06767271,0.03133933,0.0004522968,0.0005498704,0.00001648876,0.0002657718,0.8248603],"genre_scores_gemma":[0.8798084,0.01619315,0.09432136,0.005685213,0.0001313702,0.0001022901,0.001059157,0.0000257677,0.002673346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8804504,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379377368176983,"score_gpt":0.296251733212568,"score_spread":0.2583139963948697,"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."}}