{"id":"W4407301235","doi":"10.32393/jlmms/2024.0034","title":"Of Daydreams and Influence","year":2024,"lang":"en","type":"article","venue":"Journal of L M Montgomery Studies","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001852242,0.00009247971,0.0002727151,0.0001079708,0.00007591685,0.00008599821,0.00008513479,0.00002096067,0.00002780756],"category_scores_gemma":[0.0001456533,0.00006019749,0.00007288701,0.00004957535,0.000356182,0.0004102485,0.00005862271,0.0001494569,8.219226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002627289,"about_ca_system_score_gemma":0.00002152765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007882391,"about_ca_topic_score_gemma":0.00002155903,"domain_scores_codex":[0.9992837,0.00001639391,0.0003462238,0.00007138075,0.000192364,0.00008996527],"domain_scores_gemma":[0.9992342,0.0001489008,0.0001252952,0.00006897141,0.0003927011,0.00002993008],"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":[0.0001101185,0.00006523338,0.005367063,0.0008634882,0.002103355,0.000338173,0.2205846,0.00002707255,0.0004104664,0.6717348,0.08312818,0.01526743],"study_design_scores_gemma":[0.00009884945,0.0002790918,0.001395641,0.0005534225,0.0001286827,0.00008431006,0.01266751,0.000004590436,0.00009298716,0.005515973,0.9790793,0.00009964594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7668796,0.2092321,0.000002271958,0.0007283586,0.002865535,0.00004868599,0.00002970949,0.00001838034,0.02019539],"genre_scores_gemma":[0.9958774,0.001746061,0.00009338828,0.00008635691,0.0005813328,9.48761e-7,2.181634e-7,0.000006965796,0.001607355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8959511,"threshold_uncertainty_score":0.2454782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533498255328137,"score_gpt":0.2886779869624504,"score_spread":0.263343004409169,"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."}}