{"id":"W2521023111","doi":"10.21432/t22k6r","title":"Collective Digital Storytelling: An Activity-theoretical Analysis of Second Language Learning and Teaching | Les histoires numériques collectives : une analyse systémique de l’activité d’apprentissage-enseignement d’une langue seconde","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001289088,0.0002830484,0.0008267536,0.002193642,0.001088159,0.00009401554,0.0001636657,0.0006224372,0.0004031008],"category_scores_gemma":[0.00187079,0.0002541863,0.0001366465,0.0008610176,0.00123784,0.0004262934,0.00003899692,0.0019858,0.000001539697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445281,"about_ca_system_score_gemma":0.002361168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005160836,"about_ca_topic_score_gemma":0.04130729,"domain_scores_codex":[0.9971302,0.001140189,0.0005794354,0.0003707263,0.0001493573,0.0006301086],"domain_scores_gemma":[0.9968044,0.001292908,0.0008436217,0.0001496303,0.0003164572,0.0005929533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002343437,0.0002859341,0.5506558,0.0003997765,0.003296311,0.0002623347,0.1183898,0.0002329714,0.0103223,0.008923194,0.0005283841,0.3064688],"study_design_scores_gemma":[0.002385009,0.004640216,0.03115985,0.003527655,0.002857976,0.0005000013,0.8917407,0.002483539,0.003396015,0.009089945,0.04696203,0.001257073],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806494,0.006786151,0.005007264,0.002785925,0.0002248208,0.0001575521,0.00006028195,0.00004316937,0.004285485],"genre_scores_gemma":[0.988369,0.0001766104,0.0002979912,0.000008262577,0.0001144962,0.000007537044,0.000008544562,0.00004154525,0.01097604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7733509,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233815252228953,"score_gpt":0.2915923912860672,"score_spread":0.2792542387637776,"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."}}