{"id":"W2049210940","doi":"10.1080/00144940.2014.902795","title":"Robert Frost's DESIGN","year":2014,"lang":"en","type":"article","venue":"The Explicator","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Frost (temperature); Poetry; Image (mathematics); Art; Computer science; Literature; Artificial intelligence; Meteorology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003096354,0.00008211231,0.0001122167,0.00002138685,0.0003491394,0.0001226462,0.0002620238,0.00001716411,0.002489776],"category_scores_gemma":[0.00003181378,0.00004757789,0.00007500211,0.00002145879,0.0001277253,0.00007401938,0.00003034302,0.00007268777,0.001307395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000651319,"about_ca_system_score_gemma":0.000005909797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005311992,"about_ca_topic_score_gemma":0.00002567656,"domain_scores_codex":[0.9994069,0.00008636046,0.0001173608,0.000124587,0.000104615,0.0001601849],"domain_scores_gemma":[0.9993857,0.0001386562,0.00003222445,0.0003686845,0.00002932229,0.00004540603],"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":[0.000006282508,0.0000292877,0.00000828423,0.000002449319,0.00002264015,2.962724e-7,0.004069838,0.000006318679,0.0003236096,0.9475439,0.04368818,0.004298869],"study_design_scores_gemma":[0.00009067749,0.00003045325,0.00005491494,0.000004592588,0.0000365651,9.239454e-7,0.0006807554,0.0006876561,0.001042274,0.02301607,0.9742514,0.0001036356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05983017,0.00130505,0.05030574,0.02211807,0.00112644,0.0006048649,0.00003001784,0.0005360566,0.8641436],"genre_scores_gemma":[0.9826037,0.000007186671,0.00007441704,0.001746806,0.0009280303,0.00003805677,0.000002851845,0.00001171012,0.01458726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9305633,"threshold_uncertainty_score":0.9994702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03045984429751366,"score_gpt":0.2242440238840855,"score_spread":0.1937841795865719,"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."}}