{"id":"W7162215642","doi":"10.2307/j.ctvxkn57g.35","title":"INWARD ASPECT","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":[0.0006516139,0.002529774,0.002714459,0.0005604012,0.0003790187,0.0003357155,0.001842989,0.002270923,0.01081668],"category_scores_gemma":[0.0008788484,0.003042122,0.001410798,0.0003286261,0.001134259,0.0002104247,0.001565302,0.00469219,0.3429367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028209,"about_ca_system_score_gemma":0.0009764518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182284,"about_ca_topic_score_gemma":0.00001830485,"domain_scores_codex":[0.9914917,0.0001487776,0.002171221,0.002433663,0.002272483,0.001482178],"domain_scores_gemma":[0.9930582,0.0004805677,0.001593515,0.002658581,0.0006475365,0.001561601],"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":[0.0002753601,0.0001227342,0.0001740788,0.0007402264,0.002227362,0.002146108,0.0005937665,0.0004567986,0.0008323169,0.9045247,0.08485197,0.003054573],"study_design_scores_gemma":[0.001012054,0.0006020373,0.00004776281,0.001312803,0.002216077,0.0001553771,0.00005770803,0.002691055,0.0007688311,0.04114064,0.9469177,0.003077995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004463131,0.002879503,0.000335265,0.001784381,0.003367655,0.001404296,0.002867215,0.0008726619,0.9864444],"genre_scores_gemma":[0.1914762,0.007717855,0.01316282,0.006757924,0.01557273,0.00001100847,0.001748487,0.00850292,0.7550501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8633841,"threshold_uncertainty_score":0.9990243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931323265431506,"score_gpt":0.2531282614887596,"score_spread":0.2138150288344445,"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."}}