{"id":"W4381093452","doi":"10.32920/ifmj.v3i2.1740","title":"Matrix of Documentary VR","year":2023,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Virtual reality; Realm; Representation (politics); Style (visual arts); Computer science; Human–computer interaction; Field (mathematics); Matrix (chemical analysis); Multimedia; Visual arts; Art; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621734,0.00008168901,0.0002715656,0.0002828998,0.00006103775,0.0000224643,0.00007449448,0.00003071953,0.0006149975],"category_scores_gemma":[0.0002893319,0.00007580282,0.00007872805,0.0001402908,0.0000533785,0.0002022756,0.00005788658,0.0001805049,0.0001988771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002594393,"about_ca_system_score_gemma":0.00001232223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000337407,"about_ca_topic_score_gemma":0.00001534709,"domain_scores_codex":[0.9993058,0.000008857367,0.0003584745,0.0001209259,0.00003695292,0.0001690092],"domain_scores_gemma":[0.9993551,0.0002110502,0.000237372,0.00006574614,0.00003738622,0.00009333449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006038716,0.0003748105,0.4022058,0.0002469193,0.001554084,0.0004825322,0.08303046,0.00003859596,0.002488383,0.04094081,0.4020659,0.06596787],"study_design_scores_gemma":[0.003441865,0.0004466817,0.3503219,0.0002957898,0.00005633824,0.0004099747,0.01803853,0.0004973992,0.002513172,0.08696875,0.5364512,0.0005584709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782035,0.003785159,0.0001020926,0.001979966,0.002848737,0.00007536098,0.0001221584,0.00001716702,0.01286589],"genre_scores_gemma":[0.9928935,0.004903127,0.0001444101,0.00009750413,0.0003639577,0.000005426474,0.000007928472,0.000009754124,0.001574384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343853,"threshold_uncertainty_score":0.6733791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240643819885555,"score_gpt":0.2695258952915112,"score_spread":0.2454615133029557,"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."}}