{"id":"W4313304104","doi":"10.32920/ifmj.v2i4.1683","title":"Iterative Loops","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Field (mathematics); Storytelling; Perspective (graphical); Sociology; Digital storytelling; Digital media; Visual arts; Social media; Diversity (politics); Media studies; Computer science; Multimedia; Art; World Wide Web; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01220368,0.001516445,0.0008211883,0.002894952,0.006600931,0.01219013,0.003979965,0.00381872,0.0896251],"category_scores_gemma":[0.03391236,0.0009365687,0.001707316,0.002225276,0.009455934,0.0155923,0.01392649,0.004300446,0.03080624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005749554,"about_ca_system_score_gemma":0.008540792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026103,"about_ca_topic_score_gemma":0.002885856,"domain_scores_codex":[0.983707,0.007488309,0.000815485,0.003442937,0.003192818,0.001353577],"domain_scores_gemma":[0.9813039,0.006757974,0.00115603,0.00505181,0.004341847,0.001388438],"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":[0.0001515529,0.0001416351,0.001841644,0.0005308628,0.00005080086,0.0005229276,0.02251324,0.0009461989,0.0008611592,0.8406985,0.02960702,0.1021344],"study_design_scores_gemma":[0.00003878601,0.00009060118,0.0005058621,0.0004893213,0.00003365618,0.0003627222,0.007348722,0.001387349,0.0008668044,0.3111007,0.6777335,0.00004213828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01507283,0.002417437,0.1925887,0.01291743,0.002359723,0.00164325,0.000634514,0.001769793,0.7705962],"genre_scores_gemma":[0.4171679,0.002941428,0.1618366,0.006795621,0.0008568578,0.003666319,0.001462149,0.002115706,0.4031574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0896251,"threshold_uncertainty_score":0.2998258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430329680949873,"score_gpt":0.2848779016577959,"score_spread":0.2505746048482972,"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."}}