{"id":"W4297966999","doi":"","title":"Foresight’s FOUR Frames","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Futures studies; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02497696,0.001683374,0.0008012837,0.004694665,0.006052502,0.01544623,0.00213841,0.005399108,0.00698961],"category_scores_gemma":[0.02426953,0.0007808949,0.001345613,0.003851582,0.03235926,0.01641311,0.006968021,0.00725047,0.001508469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01345324,"about_ca_system_score_gemma":0.01586784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111461,"about_ca_topic_score_gemma":0.007315835,"domain_scores_codex":[0.9849509,0.008372688,0.0007626884,0.001339891,0.003092064,0.001481852],"domain_scores_gemma":[0.9831162,0.009778569,0.001217272,0.001492091,0.00303778,0.00135807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001456038,0.00000558154,0.000130726,0.00005725682,0.000006565363,0.00003972019,0.00246091,0.0004731714,0.00004046097,0.984948,0.004002996,0.007820005],"study_design_scores_gemma":[0.000009027487,0.00001589032,0.0001819514,0.0002153586,0.000009387754,0.00003677162,0.001644709,0.0005345427,0.00009854494,0.905183,0.09204933,0.00002152772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01255431,0.01272706,0.295434,0.13384,0.003310621,0.0005675372,0.0006377799,0.0003366914,0.540592],"genre_scores_gemma":[0.7786442,0.01297032,0.1447558,0.01057019,0.002480505,0.0008542851,0.0005433912,0.0002697321,0.04891168],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02497696,"threshold_uncertainty_score":0.1320924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.714589325950605,"score_gpt":0.6635101813221974,"score_spread":0.05107914462840757,"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."}}