{"id":"W2771336735","doi":"10.17742/image.ma.8.3.3","title":"Mansaram and Marshall McLuhan: Collaboration in Collage Art","year":2017,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Art; Painting; Art history; Reading (process); Happening; Humanities; Electronic media; Media studies; Visual arts; Sociology; Performance art; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.001120011,0.0001085271,0.0002283442,0.0001412948,0.002176619,0.003232126,0.0004249945,0.00004537517,0.00002816097],"category_scores_gemma":[0.007213368,0.00009107393,0.00004530869,0.0001954137,0.004050632,0.0116082,0.00007346315,0.0001680158,0.00001345499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211254,"about_ca_system_score_gemma":0.0002217798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001413089,"about_ca_topic_score_gemma":0.00269936,"domain_scores_codex":[0.9987593,0.0001669474,0.0004184539,0.0001190526,0.0003392854,0.0001969635],"domain_scores_gemma":[0.9905296,0.000187152,0.0005734468,0.0002303483,0.008395895,0.00008357711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001127621,0.0005917752,0.2514578,0.0001769795,0.0003262605,0.00005696674,0.478667,0.00002806297,0.007363819,0.1639986,0.07060312,0.02661688],"study_design_scores_gemma":[0.002095214,0.0001044096,0.5521407,0.000290509,0.00009796836,0.00004061838,0.1354963,0.00005094791,0.0008938311,0.06227522,0.2460748,0.0004394738],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8116855,0.005094132,0.00006751541,0.06370904,0.001336783,0.0003187152,0.00001204054,0.00001946563,0.1177568],"genre_scores_gemma":[0.9848908,0.007630011,0.00388517,0.00008023062,0.0003269089,0.00001413205,0.000004451992,0.000006162361,0.003162107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3431706,"threshold_uncertainty_score":0.9991224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0646520014384043,"score_gpt":0.5141128415784926,"score_spread":0.4494608401400882,"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."}}