{"id":"W7162187280","doi":"10.2307/j.ctvxkn57g.1","title":"Front Matter","year":2020,"lang":"","type":"book-chapter","venue":"Semiotics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0003848516,0.002265034,0.002296664,0.0003662642,0.0002829937,0.0003082783,0.001504454,0.001987845,0.1905861],"category_scores_gemma":[0.0001516615,0.002616733,0.001129322,0.00008294082,0.0008295269,0.0001923976,0.001326647,0.003403525,0.9333583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00089735,"about_ca_system_score_gemma":0.0003966661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000148926,"about_ca_topic_score_gemma":0.00001472342,"domain_scores_codex":[0.9927,0.0001125596,0.001994795,0.002147012,0.001693033,0.00135264],"domain_scores_gemma":[0.9941943,0.0002505701,0.001355955,0.002499805,0.0004329492,0.001266423],"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":[0.0002739548,0.0001250588,0.001102218,0.0009905758,0.001881841,0.001164696,0.0008879034,0.0002297164,0.0007846124,0.08342917,0.9083642,0.0007660906],"study_design_scores_gemma":[0.0007705612,0.0002189345,0.000313501,0.001279859,0.001868257,0.00009830802,0.00004707785,0.001427864,0.0003056308,0.01408791,0.9767993,0.002782772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002527356,0.001826129,0.0005848269,0.003680628,0.003150884,0.001249906,0.003022163,0.0003634024,0.9860968],"genre_scores_gemma":[0.01923018,0.0007745138,0.006536528,0.009955117,0.004650738,0.000005947099,0.0007493865,0.003343275,0.9547543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7427722,"threshold_uncertainty_score":0.9993078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496604120520886,"score_gpt":0.2356288375430798,"score_spread":0.2106627963378709,"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."}}