{"id":"W7113616013","doi":"","title":"“I love things just as much as people”: Material Culture and L.M. Montgomery’s Emily Trilogy","year":2025,"lang":"en","type":"other","venue":"Dublin City University Open Access Institutional Repository (Dublin City University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trilogy; Reading (process); Focus (optics); Culture theory; Celebrity culture; Close reading; Ideal (ethics); Intersection (aeronautics); Point (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007938692,0.001757461,0.002242821,0.006408217,0.003087503,0.003417876,0.01009171,0.002825195,0.005804976],"category_scores_gemma":[0.0005640545,0.002219405,0.0006540297,0.005364189,0.002312827,0.01000656,0.01147574,0.002326432,0.001122639],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003991183,"about_ca_system_score_gemma":0.00787044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05880043,"about_ca_topic_score_gemma":0.00783434,"domain_scores_codex":[0.9914928,0.001135542,0.0008372607,0.003414832,0.001797051,0.001322485],"domain_scores_gemma":[0.993545,0.0002927799,0.001802284,0.001789161,0.001404744,0.001166018],"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":[0.006649499,0.001593313,0.006572603,0.0008079874,0.002658679,0.008152307,0.001131859,0.000113562,0.0005814055,0.5093992,0.4621496,0.0001899926],"study_design_scores_gemma":[0.006842076,0.0002258977,0.001797143,0.0009974451,0.00102826,0.0004206097,0.0026539,0.0001004221,0.0005017347,0.0005111237,0.9825999,0.002321487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0450912,0.0001980655,0.0006407381,0.00068694,0.003335033,0.002743746,0.003784489,0.00090882,0.942611],"genre_scores_gemma":[0.0619081,0.0006921745,0.0008110986,0.00052041,0.0006916122,0.000001998142,0.001777618,0.000276636,0.9333203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5204503,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928491035353617,"score_gpt":0.295171453538466,"score_spread":0.2658865431849298,"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."}}