{"id":"W2017444676","doi":"10.1080/17565529.2014.989192","title":"Past and future adaptation pathways","year":2015,"lang":"en","type":"article","venue":"Climate and Development","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Transformative learning; Climate change; Futures studies; Hindsight bias; Environmental change; Climate change adaptation; Sociology; Computer science; Ecology; Cognitive psychology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0111163,0.0006834095,0.0004627908,0.002748698,0.006974279,0.01171395,0.002169594,0.002433237,0.01718726],"category_scores_gemma":[0.01173958,0.0004242373,0.0009034309,0.003074006,0.0184412,0.02330084,0.01209895,0.005610329,0.000860207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01258957,"about_ca_system_score_gemma":0.01448341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01514607,"about_ca_topic_score_gemma":0.02410717,"domain_scores_codex":[0.9934829,0.00366686,0.0003026152,0.0007970029,0.0009019683,0.0008486083],"domain_scores_gemma":[0.9937577,0.002334288,0.0006730211,0.0008587457,0.00130932,0.001066975],"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":[0.00001959478,0.00002281127,0.002365945,0.0002028387,0.00001735387,0.0001652325,0.01417685,0.001083646,0.0001467558,0.9571147,0.00253003,0.02215433],"study_design_scores_gemma":[0.00000669894,0.00003666604,0.003011588,0.0006926167,0.00002398683,0.0002401932,0.03721437,0.001090814,0.000224124,0.6725972,0.2848142,0.00004742762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0873659,0.01218626,0.1506609,0.1142059,0.002065253,0.0004540838,0.001160209,0.0003795843,0.6315218],"genre_scores_gemma":[0.9237425,0.01048365,0.03727894,0.003224551,0.0001960945,0.0003690018,0.0004586809,0.0001846383,0.02406188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01718726,"threshold_uncertainty_score":0.09134418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703070293122943,"score_gpt":0.3010685719076778,"score_spread":0.1307615425953835,"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."}}