{"id":"W4408952099","doi":"10.33137/pbsc.v61i1.43638","title":"Institutional Intermediality","year":2025,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007802363,0.0007752388,0.0005887232,0.004479339,0.009824965,0.01877726,0.002842833,0.002993472,0.03367389],"category_scores_gemma":[0.01201017,0.0006745144,0.0006626946,0.005208538,0.02564824,0.01740138,0.02187243,0.004145572,0.004170125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01390095,"about_ca_system_score_gemma":0.01185242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009243522,"about_ca_topic_score_gemma":0.008596601,"domain_scores_codex":[0.9911341,0.003186893,0.0004810878,0.002074625,0.001355435,0.001767864],"domain_scores_gemma":[0.9874434,0.003846124,0.001707398,0.003703128,0.001664416,0.001635458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001552877,0.00001623681,0.001022084,0.00006201203,0.00001063963,0.0001753818,0.009953715,0.0001701763,0.0001290877,0.9750935,0.002572117,0.01077931],"study_design_scores_gemma":[0.000026063,0.00003913277,0.00173194,0.0007343304,0.00004679713,0.0003645015,0.01446286,0.000675107,0.0005647464,0.4216929,0.5596144,0.00004722542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02932376,0.002597781,0.04275848,0.007669362,0.0003239846,0.0002116603,0.0003113727,0.0003733385,0.9164302],"genre_scores_gemma":[0.9268835,0.001920471,0.0073081,0.001304904,0.0003332913,0.0003225172,0.0002982475,0.0002100858,0.06141894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03367389,"threshold_uncertainty_score":0.1126503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092106293492081,"score_gpt":0.2648682847978282,"score_spread":0.2539472218629074,"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."}}