{"id":"W7140156977","doi":"","title":"Final Report and Reflection","year":2019,"lang":"en","type":"report","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Ideal (ethics); Data collection; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007197191,0.0007239098,0.0003764596,0.001770043,0.003927835,0.009947781,0.00178164,0.002721626,0.1493445],"category_scores_gemma":[0.05030274,0.0003610806,0.0006035624,0.001440077,0.001622956,0.002542509,0.004602779,0.006440393,0.09154674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004423543,"about_ca_system_score_gemma":0.009631442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009634685,"about_ca_topic_score_gemma":0.007377071,"domain_scores_codex":[0.9907461,0.001521256,0.0003719515,0.0005713628,0.005483444,0.001305886],"domain_scores_gemma":[0.9722025,0.002778919,0.0005177872,0.002998895,0.01806645,0.003435289],"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":[0.00003240736,0.00005978987,0.000288411,0.00004207971,0.000001450733,0.00008777109,0.001713753,0.00002268191,0.0002735576,0.00366239,0.9759784,0.01783727],"study_design_scores_gemma":[0.000005521952,0.00002277693,0.0009474613,0.00008534067,0.000001859871,0.00006586207,0.004038387,0.00002309937,0.0004229501,0.0008912701,0.9934848,0.0000106049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009971293,0.0009584037,0.003033887,0.09989044,0.05836374,0.001808994,0.007663505,0.001513169,0.8167966],"genre_scores_gemma":[0.01737813,0.0005692129,0.001198365,0.00752881,0.001992259,0.0007847112,0.001929135,0.0006208195,0.9679985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8506556,"threshold_uncertainty_score":0.499607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.22896944659361,"score_gpt":0.4469851844080671,"score_spread":0.2180157378144571,"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."}}