{"id":"W7162205442","doi":"10.2307/j.ctvxkn57g.41","title":"NOTES","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":[0.0004082907,0.001942637,0.001980645,0.0003438049,0.0003133694,0.0002478098,0.001306552,0.00188715,0.007855748],"category_scores_gemma":[0.001542499,0.00231828,0.000995983,0.0001892843,0.0009724266,0.0001521051,0.001090546,0.003101177,0.3174589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386092,"about_ca_system_score_gemma":0.0005523157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001231979,"about_ca_topic_score_gemma":0.00002002118,"domain_scores_codex":[0.9937587,0.00008163069,0.001642546,0.001812274,0.001597465,0.001107379],"domain_scores_gemma":[0.9940828,0.0009814295,0.001253529,0.001976633,0.000540728,0.001164854],"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":[0.0001842789,0.00009521609,0.0001969619,0.0007543356,0.001379558,0.001009253,0.0005931132,0.0004632159,0.002478482,0.9656624,0.02206727,0.005115907],"study_design_scores_gemma":[0.0007539777,0.0004041557,0.00004465942,0.001373914,0.001939125,0.00007776428,0.00003118987,0.003662378,0.001857835,0.04342574,0.9436502,0.002779086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00003493725,0.002875031,0.0007622106,0.004398846,0.002876138,0.001191588,0.00323141,0.0007134809,0.9839163],"genre_scores_gemma":[0.4803286,0.007429407,0.02377367,0.009391838,0.01523141,0.000008167071,0.001982952,0.008745522,0.4531084],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9222367,"threshold_uncertainty_score":0.9994086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04808593097762202,"score_gpt":0.2591990592336312,"score_spread":0.2111131282560092,"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."}}