{"id":"W3008804821","doi":"10.14428/rcompro.vi8.23533","title":"Croisements, atypies et emergences dans les metiers du journalisme et de l’information","year":2019,"lang":"fr","type":"article","venue":"Revue Communication & professionnalisation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01348155,0.0002489985,0.0002834537,0.0001946355,0.001580289,0.0001835551,0.0008271107,0.0003940886,0.001168535],"category_scores_gemma":[0.001499781,0.000270619,0.0001620233,0.0005835847,0.0007269375,0.003036971,0.0001341349,0.0006838336,0.0002333451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005925938,"about_ca_system_score_gemma":0.000855168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922126,"about_ca_topic_score_gemma":0.0005511076,"domain_scores_codex":[0.9894305,0.008564876,0.0008947338,0.0002456393,0.0004631619,0.0004010175],"domain_scores_gemma":[0.9958569,0.001591463,0.001117514,0.0006107522,0.000671094,0.0001523031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001150654,0.0001334013,0.08799291,0.0001492727,0.00006800645,7.22076e-8,0.3867071,0.0004920461,0.000170882,0.51347,0.004718853,0.006085944],"study_design_scores_gemma":[0.0004711143,0.00005919758,0.08639451,0.001138159,0.00008392307,0.000007375763,0.49112,0.001366297,0.00004963786,0.02056907,0.3983362,0.0004044602],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5205458,0.006800514,0.01609089,0.3868979,0.007685419,0.001326141,0.00005507268,0.0001667679,0.0604315],"genre_scores_gemma":[0.9450284,0.03264119,0.01065567,0.002047244,0.0007926346,0.0001469259,0.0007387174,0.00002587184,0.007923389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4929009,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1936619299961211,"score_gpt":0.469431583090107,"score_spread":0.2757696530939859,"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."}}