{"id":"W4200211372","doi":"10.32920/ifmj.v1i2.1517","title":"Editorial","year":2021,"lang":"en","type":"editorial","venue":"Interactive Film and Media Journal","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Space (punctuation); Digital media; Work (physics); Public relations; Political science; Social media; Sociology; Media studies; Engineering ethics; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006684873,0.0002222027,0.0003656307,0.00008196622,0.0006622202,0.0007511963,0.0002491654,0.0009261834,0.002662978],"category_scores_gemma":[0.007593506,0.0001813682,0.0001343957,0.0001168042,0.0001988921,0.0003551194,0.0001047356,0.002636232,0.00002443036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158749,"about_ca_system_score_gemma":0.002515977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005795119,"about_ca_topic_score_gemma":0.001597089,"domain_scores_codex":[0.9974393,0.0002433909,0.0003303395,0.0002586769,0.001339227,0.0003890691],"domain_scores_gemma":[0.9963809,0.001544998,0.0003212164,0.00007731131,0.001257207,0.0004184062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004658892,0.00002068435,0.000007546042,0.000004464475,0.00008941483,0.00006295722,0.01078825,6.3607e-8,0.00000420918,0.00001624199,0.9816186,0.007340969],"study_design_scores_gemma":[0.0003521318,0.00003279069,0.000008309288,0.0002817662,0.00004457497,0.000008176031,0.01360362,1.898451e-7,0.00001123471,0.000183096,0.985243,0.0002311207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008266234,0.0009046874,0.000004489875,0.001302729,0.9884533,0.00007548351,0.00006978433,0.00001583517,0.009090978],"genre_scores_gemma":[0.00004719442,0.00555524,0.00004511815,0.00003641607,0.9615871,0.000006697118,0.00009753268,0.00001644716,0.03260823],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02686623,"threshold_uncertainty_score":0.9996647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811998081375535,"score_gpt":0.3131067570432435,"score_spread":0.2949867762294882,"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."}}