{"id":"W4285677889","doi":"10.18733/cpi29626","title":"Twins","year":2022,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Genealogy; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007375782,0.00009442475,0.0001231706,0.00002697381,0.0007093299,0.0001679419,0.0001226661,0.00001636591,0.01897482],"category_scores_gemma":[0.000009818038,0.00005895691,0.00007973712,0.00003567868,0.0002865302,0.0001530375,0.0001704565,0.0002014552,0.00003925676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001334783,"about_ca_system_score_gemma":0.000004040046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000236227,"about_ca_topic_score_gemma":0.00001289584,"domain_scores_codex":[0.9993623,0.00005375892,0.0001200808,0.0001729759,0.0001491262,0.0001417638],"domain_scores_gemma":[0.9997589,0.00002786292,0.00003088968,0.00009372072,0.00003272306,0.00005592611],"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":[0.00002274395,0.00005835641,0.0001312133,0.000008402075,0.00004375372,0.0000162067,0.2119329,0.000007296769,0.000152106,0.7279375,0.05633653,0.003353012],"study_design_scores_gemma":[0.00009356652,0.00007347107,0.00008513152,0.000001628631,0.00002337447,0.00001409167,0.0437843,0.00001571359,0.000005576455,0.002646275,0.9531389,0.0001179003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8759747,0.002484252,0.00000550821,0.00180364,0.001164257,0.00008178936,0.00005835425,0.0001225012,0.118305],"genre_scores_gemma":[0.9336059,0.00002099361,0.00002077384,0.001553983,0.001402779,0.00002123895,0.00005362678,0.000005106073,0.06331562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8968024,"threshold_uncertainty_score":0.981922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5625218568692719,"score_gpt":0.4189892609490822,"score_spread":0.1435325959201897,"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."}}