{"id":"W4246851425","doi":"10.4000/communiquer.4901","title":"La communication à l'UQAM","year":2020,"lang":"fr","type":"paratext","venue":"Communiquer Revue de communication sociale et publique","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.007505695,0.00109133,0.001147963,0.00311379,0.00709908,0.01904732,0.00126876,0.004451891,0.1117533],"category_scores_gemma":[0.03257312,0.0004761733,0.0008298414,0.003340225,0.004668069,0.006792476,0.004651746,0.006584362,0.03666955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040501,"about_ca_system_score_gemma":0.01648524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02514079,"about_ca_topic_score_gemma":0.01805995,"domain_scores_codex":[0.989433,0.003430913,0.0005534458,0.00110215,0.004657518,0.0008229958],"domain_scores_gemma":[0.9813513,0.006877752,0.001154176,0.001942489,0.006836961,0.001837388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007900876,0.00002316164,0.0003212669,0.0004464146,0.000009391299,0.0001411008,0.004028588,0.0001265417,0.0005280641,0.07570734,0.8291292,0.08945995],"study_design_scores_gemma":[0.000002764924,0.000007728301,0.0002107509,0.0001889673,0.000001198026,0.00004215751,0.0004019998,0.00003571708,0.00007618647,0.001047186,0.9979811,0.000004301882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004856848,0.07868653,0.00576908,0.189843,0.2701355,0.0001335198,0.001199412,0.001203487,0.4481727],"genre_scores_gemma":[0.04874307,0.02700993,0.003483989,0.01396023,0.04317686,0.000227586,0.0006251584,0.00153365,0.8612395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1117533,"threshold_uncertainty_score":0.3738521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06084562708167245,"score_gpt":0.3814652061945594,"score_spread":0.3206195791128869,"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."}}