{"id":"W4210874157","doi":"10.1522/rhe.v5i2.1257","title":"Comment développer ses compétences en TIC? L’expérience des personnes expertes de divers milieux du Réseau CompéTICA","year":2022,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008986889,0.000364234,0.0004327018,0.001102759,0.00591251,0.006541976,0.0007167202,0.001607166,0.005160817],"category_scores_gemma":[0.01683392,0.0001730036,0.0004368536,0.001078885,0.004172185,0.002250487,0.002324796,0.002241805,0.0006884614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007082626,"about_ca_system_score_gemma":0.02030769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2221608,"about_ca_topic_score_gemma":0.3208813,"domain_scores_codex":[0.9916244,0.003175554,0.0002908021,0.0004022813,0.002404321,0.002102616],"domain_scores_gemma":[0.9883271,0.003444713,0.0008084668,0.0002757096,0.003957104,0.00318686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001976721,0.0005414649,0.1726362,0.0004331153,0.00009170516,0.002996681,0.6451951,0.0008837318,0.002572815,0.01323228,0.01655122,0.144668],"study_design_scores_gemma":[0.00002696614,0.0002345406,0.08712162,0.0004968034,0.00006652367,0.00121136,0.8236081,0.0007751546,0.001045032,0.00230443,0.08300577,0.0001037987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304579,0.001333274,0.001637899,0.01328131,0.0001457411,0.00009593099,0.00008433494,0.00002657407,0.05293706],"genre_scores_gemma":[0.9816628,0.001454382,0.001042448,0.001588578,0.00002722398,0.00003837605,0.00007059385,0.00000965319,0.014106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221608,"threshold_uncertainty_score":0.4417353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576287516979376,"score_gpt":0.4185371050238507,"score_spread":0.2609083533259131,"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."}}