{"id":"W4293177990","doi":"","title":"The CapaCities project: from Concepts to Actions for a Proactive Adaptation of Cities","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Adaptation (eye); Computer science; Process management; Knowledge management; Business; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.003431806,0.0002087449,0.0002646151,0.0002055718,0.0006263984,0.00024811,0.0007373949,0.0002458067,0.00001064022],"category_scores_gemma":[0.00274313,0.0001863036,0.00009743314,0.0004240113,0.0005576446,0.0002088941,0.0008763109,0.0003586627,0.000008127378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319636,"about_ca_system_score_gemma":0.0003427934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053864,"about_ca_topic_score_gemma":0.003082374,"domain_scores_codex":[0.9983586,0.0003847217,0.0004026949,0.0003723646,0.0002625876,0.0002190186],"domain_scores_gemma":[0.993227,0.0007880291,0.0006128771,0.0006380258,0.004722315,0.00001177024],"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":[0.00005111513,0.000147775,0.0003947165,0.000132693,0.0002075814,2.2005e-7,0.04048561,0.00004128064,0.0001450315,0.9151155,0.004537704,0.03874075],"study_design_scores_gemma":[0.001419231,0.000001560551,0.00417523,0.001897481,0.0002513627,7.96916e-7,0.0997486,0.02302908,0.03134351,0.5027065,0.3341954,0.001231171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3963229,0.0005203133,0.4425302,0.02051435,0.001227196,0.004330361,0.0003346771,0.0004661646,0.1337538],"genre_scores_gemma":[0.9547878,0.00004373132,0.03845712,0.0001802308,0.0001223113,0.001284812,0.0007350208,0.00003720436,0.004351751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5584649,"threshold_uncertainty_score":0.7597239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06850066073670563,"score_gpt":0.2786226511119945,"score_spread":0.2101219903752889,"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."}}