{"id":"W4281490452","doi":"10.32920/ifmj.v2i2.1648","title":"Special Issue IFM2022 Conference Presentations","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Interactivity; Active listening; Frame (networking); Interactive media; Multimedia; Sociology; New media; Media studies; Visual arts; Psychology; Computer science; Art; World Wide Web; Communication","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002960322,0.00006560659,0.0001038143,0.00008334588,0.0004605952,0.0002087705,0.0001691277,0.00001898842,0.02251347],"category_scores_gemma":[0.0004884293,0.00006263943,0.00005163952,0.0001127091,0.0001614537,0.0004429396,0.00009520694,0.0004007384,0.00003220995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007206231,"about_ca_system_score_gemma":0.0002782581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004237288,"about_ca_topic_score_gemma":0.0003114335,"domain_scores_codex":[0.9989417,0.0001711131,0.0001425765,0.0001114437,0.0004201294,0.0002130051],"domain_scores_gemma":[0.9992042,0.0002881188,0.0001051865,0.00004421565,0.0001082288,0.0002500843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008310282,0.0001134833,0.001027084,0.000001794674,0.00003722424,0.0001059788,0.1595618,0.00000687201,0.0000437888,0.005989187,0.3499351,0.4830946],"study_design_scores_gemma":[0.0002278819,0.00005775812,0.001688916,0.000006385542,0.000009443357,0.00005671864,0.09605486,0.00001054112,0.0000178066,0.0008791517,0.9009212,0.00006929645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03590176,0.00008456193,0.00004252169,0.003768596,0.00820078,0.0001132471,0.00005191289,0.00001383509,0.9518228],"genre_scores_gemma":[0.7644142,0.0006851758,0.0001541905,0.0009127885,0.02627289,0.00004476626,0.00002102724,0.00001541491,0.2074796],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7443432,"threshold_uncertainty_score":0.9783801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848443271045657,"score_gpt":0.3342282961435742,"score_spread":0.3057438634331177,"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."}}