{"id":"W7070850573","doi":"","title":"The Road to St. John's - Karen Ragoonaden","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Higher education; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002586175,0.0002418529,0.0002401061,0.00009942057,0.0002545597,0.0001735222,0.002254272,0.0001865106,0.1251296],"category_scores_gemma":[0.00009900272,0.0001944029,0.0001081477,0.00003081742,0.00009186258,2.640392e-7,0.0008921744,0.0002827562,0.006905104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000067571,"about_ca_system_score_gemma":0.00004287973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243249,"about_ca_topic_score_gemma":0.001014004,"domain_scores_codex":[0.9984919,0.00004850307,0.000424225,0.0002581543,0.000477301,0.0002999118],"domain_scores_gemma":[0.9981879,0.0001121101,0.0003573208,0.00117922,0.00008694946,0.00007651392],"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":[0.000005299749,0.00001412185,5.44948e-7,0.00002659049,0.00002647902,0.000003891055,0.00005902115,0.00008177818,8.646971e-8,0.002362387,0.9629874,0.0344324],"study_design_scores_gemma":[0.0001247727,0.00008272068,0.000009756831,0.00002202282,0.00000904542,0.00002639478,0.00009396091,0.00005610918,0.000003357084,0.0001040025,0.9992366,0.0002311954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004838384,0.0004311518,0.00003385477,0.002519004,0.0002082046,0.0005450611,0.00007731181,0.0005772616,0.9956033],"genre_scores_gemma":[0.0002123618,0.0002503968,0.005330718,0.000419562,0.00005365721,0.0001569563,0.00004213757,0.00005485195,0.9934794],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1182245,"threshold_uncertainty_score":0.9938681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005930971471375969,"score_gpt":0.1868496506300954,"score_spread":0.1809186791587195,"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."}}