{"id":"W2049861890","doi":"10.1016/s0016-3287(01)00077-5","title":"The brain, the mind, and societal and cultural learning: the emergence of a new paradigm of futures research","year":2002,"lang":"en","type":"article","venue":"Futures","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Futures contract; Sociology; Paradigm shift; Epistemology; Psychology; Economics","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":[0.0123151,0.0007543748,0.001124519,0.003510973,0.004080783,0.01606839,0.001843324,0.007510841,0.00430067],"category_scores_gemma":[0.01194181,0.0004896846,0.0006489244,0.002655229,0.08607993,0.02351193,0.006730575,0.008464078,0.0003121185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007426355,"about_ca_system_score_gemma":0.006553045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003756613,"about_ca_topic_score_gemma":0.004774055,"domain_scores_codex":[0.9944326,0.004197299,0.00009822378,0.0004169478,0.0005861243,0.0002687417],"domain_scores_gemma":[0.9773166,0.01941945,0.000824003,0.0009644203,0.0007159028,0.0007596231],"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":[0.000007658489,0.000007424583,0.0001194193,0.00004605821,0.000004215286,0.00002782763,0.002970811,0.0001680823,0.00004939652,0.9932592,0.0007775059,0.002562318],"study_design_scores_gemma":[0.000004414401,0.000003148488,0.00007331756,0.00004668541,0.00000132967,0.00002163319,0.001278237,0.0003553679,0.00002235456,0.9895235,0.008665192,0.000004905145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05260069,0.08961604,0.1219083,0.4099407,0.001710366,0.00009435754,0.0002041757,0.0001283919,0.323797],"genre_scores_gemma":[0.9326332,0.02149977,0.02897582,0.009192559,0.00193692,0.0001796587,0.00005149231,0.00008834961,0.005442289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01606839,"threshold_uncertainty_score":0.06512928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119726566540626,"score_gpt":0.4364988269485404,"score_spread":0.3245261702944778,"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."}}