{"id":"W7133420203","doi":"","title":"Se former en 2021 (Présentiel, Hybride, A distance, Comodal,...)","year":2021,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; Ligne","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172448,0.0005162566,0.0002907867,0.0009296183,0.006197922,0.01005294,0.000843575,0.001959137,0.1311458],"category_scores_gemma":[0.001846036,0.0002759139,0.000337978,0.001305334,0.001278217,0.004493659,0.006392039,0.003480952,0.04345696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004456763,"about_ca_system_score_gemma":0.006266849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02798333,"about_ca_topic_score_gemma":0.06798819,"domain_scores_codex":[0.9988871,0.0001689859,0.00003842255,0.0002047145,0.0003177867,0.0003829713],"domain_scores_gemma":[0.9989395,0.00005207199,0.00004717215,0.00006181686,0.0002645069,0.0006350417],"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":[0.0001087002,0.0001426478,0.004849303,0.0003507556,0.000009666198,0.0005063227,0.01351558,0.0001111322,0.001002844,0.1323013,0.6251122,0.2219896],"study_design_scores_gemma":[0.000002300892,0.0000150775,0.001298004,0.00004357276,0.000001312302,0.00005607577,0.002137351,0.00001340727,0.00005440806,0.001005711,0.9953666,0.000006175925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01965504,0.006126699,0.002417349,0.03565617,0.007143844,0.0001381941,0.002357406,0.0007535031,0.9257519],"genre_scores_gemma":[0.08716618,0.002586629,0.002168055,0.006026253,0.000343956,0.0001143857,0.001619691,0.0003806055,0.8995943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1311458,"threshold_uncertainty_score":0.4387264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241842988822585,"score_gpt":0.3144713178390031,"score_spread":0.2920528879507772,"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."}}