{"id":"W7066253248","doi":"","title":"Heuristics and Human Decision
\\n-
\\nMaking in Strategic Foresight:
\\nBehavioural Insights
\\nfor
\\nan Improved Foresight Framework","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Heuristics; Perception; Scenario planning; Mental model; Work (physics); Strategic planning; Field (mathematics)","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004801469,0.00104493,0.001370388,0.001747471,0.002426821,0.0007928458,0.003213171,0.0009135046,0.0001185586],"category_scores_gemma":[0.00002939858,0.001149292,0.0004042959,0.001641331,0.00122169,0.001053975,0.001843177,0.002902837,0.00009813028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446213,"about_ca_system_score_gemma":0.0007716044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03805181,"about_ca_topic_score_gemma":0.01793919,"domain_scores_codex":[0.9938907,0.0009346392,0.0006560485,0.001844274,0.001118324,0.001556],"domain_scores_gemma":[0.9957293,0.0005546208,0.0007127544,0.001576095,0.0005093278,0.0009178987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004038926,0.0005738229,0.03707147,0.0001041968,0.0003475929,0.0003696243,0.0005165932,0.0002020939,0.0002946052,0.9543552,0.005039686,0.0007211748],"study_design_scores_gemma":[0.01525097,0.002737965,0.1009085,0.004118375,0.001198443,0.000009644974,0.01613123,0.004668994,0.0003232773,0.04518092,0.803005,0.006466663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2183249,0.00008715856,0.004787496,0.00008353674,0.0003202188,0.001844412,0.0001771432,0.0001385651,0.7742366],"genre_scores_gemma":[0.6165165,0.00004357301,0.0007917631,0.00002017335,0.0005428905,0.000005179996,0.0002541066,0.0002611994,0.3815646],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9091743,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003211874141221,"score_gpt":0.2900108988237469,"score_spread":0.2499787800823347,"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."}}