{"id":"W7162192810","doi":"10.2307/j.ctvxkn57g.36","title":"BOP:","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":[0.0004600353,0.002069771,0.002110174,0.0003677832,0.000329788,0.0002548744,0.001508661,0.002055716,0.01076285],"category_scores_gemma":[0.0006737539,0.002517799,0.00109674,0.0002064604,0.0009570859,0.0001668187,0.001225052,0.003605505,0.387676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008219535,"about_ca_system_score_gemma":0.0007190196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007409778,"about_ca_topic_score_gemma":0.00001141503,"domain_scores_codex":[0.9930461,0.0000925816,0.0018203,0.001983377,0.001812686,0.001244976],"domain_scores_gemma":[0.9939787,0.00040672,0.001365985,0.002287738,0.0005384262,0.001422473],"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":[0.0001801264,0.00008576007,0.0000710605,0.0006515221,0.001312212,0.001268475,0.0004564467,0.0002178804,0.001159889,0.8591278,0.1321358,0.003333032],"study_design_scores_gemma":[0.0007298427,0.0003528751,0.0000219385,0.001061847,0.001646221,0.00008944542,0.00004716087,0.002497018,0.0005080868,0.0328682,0.9578196,0.002357716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001675466,0.002548022,0.0002846959,0.002139258,0.00314688,0.001090608,0.002627101,0.0006256034,0.9875211],"genre_scores_gemma":[0.07766292,0.004673172,0.008078503,0.006885903,0.01055849,0.000005402759,0.001243481,0.005394093,0.885498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8262596,"threshold_uncertainty_score":0.9992398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03815559778735521,"score_gpt":0.2495428858507787,"score_spread":0.2113872880634235,"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."}}