{"id":"W2947832892","doi":"10.1190/tle38060431.1","title":"Annual Meeting Update","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Thursday; Steering committee; Schedule; Morning; Exposition (narrative); Operations research; Medical education; Library science; Psychology; Medicine; Engineering; Management; Engineering management; Computer science; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002850828,0.00005208101,0.00007903174,0.00004680104,0.0003307339,0.00005617498,0.0006392663,0.00005694553,0.0002689704],"category_scores_gemma":[0.0003436663,0.00003861772,0.00003619311,0.000277923,0.0001913757,0.0001391789,0.0001144514,0.0002218936,0.004846052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000740878,"about_ca_system_score_gemma":0.00006802642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004288493,"about_ca_topic_score_gemma":0.0001599039,"domain_scores_codex":[0.9988114,0.000238537,0.00009092519,0.0001315964,0.0003703039,0.000357201],"domain_scores_gemma":[0.9992741,0.0003296438,0.00003586002,0.0002447398,0.00006631081,0.00004938076],"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":[0.00003096659,0.00004888651,0.01587827,0.00003115692,0.00003560626,0.00001534097,0.06384929,0.00003472574,0.006213929,0.2419731,0.6090252,0.06286348],"study_design_scores_gemma":[0.00006775816,0.00001570808,0.0004024593,0.00003317783,0.000003256786,0.000001037861,0.00494474,0.00005559254,0.001201502,0.005715342,0.9874543,0.0001051095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3527687,0.0001118315,0.0001014888,0.01906398,0.0006304127,0.0004408251,0.000007191962,0.0003724605,0.6265032],"genre_scores_gemma":[0.9651189,0.00003114957,0.000260543,0.0003299293,0.0003142159,0.000009780782,5.98692e-7,0.00001168442,0.03392313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6123503,"threshold_uncertainty_score":0.9959288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07747770199918334,"score_gpt":0.4247488713628826,"score_spread":0.3472711693636993,"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."}}