{"id":"W4319707239","doi":"10.1017/9781571137760.002","title":"Introduction: In the Beginning","year":2011,"lang":"en","type":"other","venue":"","topic":"American and British Literature Analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001425512,0.001046463,0.0006625652,0.001511218,0.003657069,0.0101161,0.001804947,0.003515943,0.448348],"category_scores_gemma":[0.006966309,0.0004408865,0.0005621893,0.001526363,0.001745499,0.006924999,0.004837587,0.004779639,0.41352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260673,"about_ca_system_score_gemma":0.003803685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004117879,"about_ca_topic_score_gemma":0.007673035,"domain_scores_codex":[0.9985694,0.00027726,0.00007691797,0.0002775581,0.000565824,0.0002331423],"domain_scores_gemma":[0.9971141,0.0004204825,0.0001103212,0.0002887306,0.001301702,0.000764735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001510303,0.00001484649,0.00006703889,0.00009361944,7.779628e-7,0.00003482143,0.0002514166,0.000008932374,0.00007833066,0.007566001,0.9640316,0.02783741],"study_design_scores_gemma":[9.896472e-7,0.000003353909,0.00005834622,0.0000624411,3.189428e-7,0.00002061962,0.0001104515,0.000002560954,0.00001338515,0.0005847369,0.9991411,0.000001768801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000717353,0.01418318,0.001739752,0.04730441,0.1089277,0.0001952512,0.003846423,0.001221784,0.8218641],"genre_scores_gemma":[0.00424041,0.006573409,0.001266097,0.01931297,0.01674253,0.0001431088,0.002471636,0.0008490288,0.9484008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.448348,"threshold_uncertainty_score":0.7868647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379247915016248,"score_gpt":0.1900916788842996,"score_spread":0.1762991997341371,"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."}}