{"id":"W6920867707","doi":"10.6084/m9.figshare.26531099","title":"Additional file 2 of Identifying the essential elements to inform the development of a research agenda for Paramedicine in Ireland: a Delphi Study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Delphi method; Delphi; Key (lock); Identification (biology); Data collection","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001047065,0.00003671521,0.00006573684,0.0001312873,0.0002864528,0.00003944614,0.0003232751,0.00002978934,0.6924894],"category_scores_gemma":[0.01306069,0.00002159276,0.00002355234,0.0007975695,0.00003740564,0.00005016774,0.0001175462,0.0001146439,0.00006669446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004545781,"about_ca_system_score_gemma":0.0005683393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005203926,"about_ca_topic_score_gemma":0.002031535,"domain_scores_codex":[0.9990093,0.00008280583,0.000233667,0.00009316102,0.0004353388,0.0001457906],"domain_scores_gemma":[0.9951844,0.004469282,0.00004951414,0.0001010667,0.0001798333,0.00001595859],"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":[0.000002974101,0.00002876312,0.00001126964,0.00004888394,0.00001285682,3.61703e-7,0.03168394,4.378735e-7,0.000001604945,0.0001308117,0.9456578,0.02242031],"study_design_scores_gemma":[0.00004922249,0.00003286359,0.003728147,0.00104097,0.000001791833,7.383665e-8,0.09504818,0.00001590871,0.0000570109,0.0006165215,0.8993812,0.00002815761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003895937,0.00008251116,0.000008923512,0.001674698,0.00008244899,0.001525878,0.9906777,0.00003145026,0.002020478],"genre_scores_gemma":[0.5911893,0.000006582223,0.02714305,0.0001928508,0.0005519516,0.03300934,0.3430872,0.00002987231,0.004789906],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6924227,"threshold_uncertainty_score":0.9952527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3390666216720387,"score_gpt":0.5419740171106935,"score_spread":0.2029073954386548,"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."}}