{"id":"W4289763102","doi":"","title":"Using video-ethnography to create surprises, creating academic documentaries to communicate ethnographies","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Ethnography; Computer science; Multimedia; Media studies; Sociology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008752166,0.0008641754,0.0003231643,0.003336333,0.003245106,0.005919396,0.001072357,0.001140599,0.0067275],"category_scores_gemma":[0.02990697,0.000378763,0.0004644881,0.002109107,0.003650238,0.004816993,0.005221896,0.001519371,0.001418294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732723,"about_ca_system_score_gemma":0.001829958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815447,"about_ca_topic_score_gemma":0.00382549,"domain_scores_codex":[0.9932252,0.004798303,0.0002536245,0.0006499153,0.0007085483,0.0003644392],"domain_scores_gemma":[0.9684573,0.02548487,0.001106685,0.002283708,0.001702201,0.0009651679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003163641,0.0001379472,0.004690241,0.001251852,0.00003972766,0.00100639,0.801941,0.0007068533,0.02036705,0.02420204,0.01165683,0.1336837],"study_design_scores_gemma":[0.000150051,0.0003892816,0.01233785,0.001502452,0.0001218317,0.001449398,0.5835574,0.006581205,0.03142114,0.02890741,0.3333629,0.0002191294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5766355,0.00188227,0.2728338,0.006143294,0.001554126,0.003096628,0.00304407,0.001865616,0.1329447],"genre_scores_gemma":[0.8607525,0.0007885457,0.1113853,0.0006486375,0.0002181527,0.001741524,0.0009479922,0.0006535563,0.02286385],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008752166,"threshold_uncertainty_score":0.04628646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09187395382212395,"score_gpt":0.3850249767503233,"score_spread":0.2931510229281993,"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."}}