{"id":"W3198758741","doi":"10.4324/9780429297830-3","title":"“I'm Just Saying”","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Philosophy; Art; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004683537,0.0002781576,0.0004950646,0.0001334295,0.001046157,0.000007129121,0.0002339943,0.0007528018,0.08750201],"category_scores_gemma":[0.00009907454,0.000253378,0.0001071217,0.00002794195,0.00003221283,0.00002626889,0.0005380436,0.002392053,0.01014256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837925,"about_ca_system_score_gemma":0.002851722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002252013,"about_ca_topic_score_gemma":0.001672015,"domain_scores_codex":[0.9980633,0.0001134169,0.0007241282,0.0002794456,0.0002978185,0.0005219187],"domain_scores_gemma":[0.9977161,0.0006506043,0.0002260693,0.0007830382,0.0002830162,0.0003412191],"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":[0.00001151765,0.000009404923,0.0001030403,0.0007158114,0.0000304383,0.00002782359,0.0009208575,3.731465e-8,5.484176e-7,0.5726869,0.414227,0.0112667],"study_design_scores_gemma":[0.0002684187,0.00001516076,0.0001922152,0.0008451513,0.00001781661,0.000002190334,0.0008173731,0.000001070351,4.378156e-7,0.006854542,0.9907257,0.0002599555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000188585,0.0011715,0.0000562134,0.004116212,0.00165942,0.0007278892,0.00002007221,0.0001943684,0.9920354],"genre_scores_gemma":[0.00007177082,0.001337031,0.001329963,0.02082408,0.0004860215,0.00005257867,0.0002516772,0.00006611642,0.9755808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5764987,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2587288909949975,"score_gpt":0.4754293738837673,"score_spread":0.2167004828887698,"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."}}