{"id":"W3164787215","doi":"10.4000/rfsic.11469","title":"Lafleur France & Samson Ghislain (dir.) (2019). Formation et apprentissage en ligne","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Ligne; Art","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"],"consensus_categories":["sts"],"category_scores_codex":[0.01977038,0.0002780339,0.0003164673,0.0002345342,0.002612834,0.000706895,0.001092668,0.0005026272,0.0004803652],"category_scores_gemma":[0.003731894,0.0003381514,0.0001782647,0.001579263,0.004034559,0.006614646,0.0001651238,0.0007204261,0.0003186489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005015322,"about_ca_system_score_gemma":0.001597026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516333,"about_ca_topic_score_gemma":0.001446607,"domain_scores_codex":[0.9898307,0.00780249,0.0008743655,0.000294186,0.0005524701,0.0006457615],"domain_scores_gemma":[0.993174,0.004589713,0.0007026924,0.0006872313,0.0006397936,0.0002065599],"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":[0.000005212885,0.0002133256,0.003327763,0.000365022,0.00003056402,8.695995e-7,0.3693384,0.004146518,0.000201978,0.5738655,0.006838089,0.04166674],"study_design_scores_gemma":[0.0005574082,0.00004654206,0.01524472,0.0009278536,0.0000707965,0.0001578987,0.04971312,0.01182465,0.0001351754,0.02885361,0.891942,0.0005262455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2690527,0.05442415,0.2354572,0.08398863,0.002424802,0.001088829,0.0001942933,0.0004236053,0.3529457],"genre_scores_gemma":[0.8180554,0.04014179,0.1319373,0.002702081,0.0004609581,0.0001431476,0.000925581,0.00002417155,0.005609627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8851039,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09087381725335113,"score_gpt":0.4189066588021625,"score_spread":0.3280328415488114,"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."}}