{"id":"W4281476810","doi":"10.32920/ifmj.v2i2.1575","title":"From Real to Virtual","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Metropolitan area; Multidisciplinary approach; Dissemination; Scope (computer science); Population; Visibility; Work (physics); Field research; Process (computing); Geography; Sociology; Regional science; Public relations; Political science; Computer science; Social science; Engineering; Telecommunications; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001388152,0.0005559508,0.0003470446,0.001000422,0.002808351,0.01386801,0.00135196,0.001557225,0.03763646],"category_scores_gemma":[0.004275808,0.0003800729,0.0005474542,0.0007755657,0.007506466,0.009342292,0.01207247,0.002352333,0.008667005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033021,"about_ca_system_score_gemma":0.002195043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590445,"about_ca_topic_score_gemma":0.003295193,"domain_scores_codex":[0.9981765,0.0007313522,0.0000700935,0.0003297834,0.000491763,0.0002005236],"domain_scores_gemma":[0.9990613,0.0002069988,0.00005848556,0.0002816419,0.0001799657,0.0002116776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009163985,0.00009032879,0.001720552,0.0004681843,0.00002209586,0.0005329293,0.030569,0.001058434,0.002352914,0.7432981,0.04618515,0.1736108],"study_design_scores_gemma":[0.00001163581,0.00005813375,0.0007937361,0.0003500158,0.00001360577,0.000422806,0.01015373,0.0004572818,0.0005225319,0.05416486,0.9330263,0.00002540885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02577933,0.005040813,0.05476792,0.02054842,0.00397237,0.0002116472,0.0004997008,0.0009663299,0.8882136],"genre_scores_gemma":[0.6533598,0.006559132,0.04381127,0.004782083,0.0008982861,0.0004016091,0.0007724364,0.0006932394,0.2887222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03763646,"threshold_uncertainty_score":0.1259065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814515344084827,"score_gpt":0.3501695919149234,"score_spread":0.3220244384740751,"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."}}