{"id":"W3122333927","doi":"","title":"What factors influence mitigative capacity","year":2007,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Government (linguistics); Politics; Work (physics); Capacity building; Business; Environmental economics; Engineering; Economics; Economic growth; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003331261,0.0005130864,0.0003755203,0.0001415698,0.0004576627,0.0005086411,0.001345268,0.0004048214,0.001426007],"category_scores_gemma":[0.0007888674,0.0005344048,0.0001991814,0.0004289755,0.001000634,0.000766353,0.003194304,0.0008387224,0.0004097571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009121831,"about_ca_system_score_gemma":0.00008379357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006715208,"about_ca_topic_score_gemma":0.001920197,"domain_scores_codex":[0.9952838,0.001742208,0.000544352,0.00100171,0.0007457017,0.0006822453],"domain_scores_gemma":[0.9967482,0.0007575983,0.0004556632,0.001506498,0.0001773735,0.0003546733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005799859,0.002378161,0.6260207,0.0005396011,0.0004028973,0.00007844246,0.2250638,0.004980246,0.01607287,0.01869687,0.008403465,0.09730501],"study_design_scores_gemma":[0.0007255937,8.569698e-7,0.7601265,0.00167128,0.00007062457,0.00001101654,0.003942611,0.001573688,0.1788,0.01966132,0.0315745,0.001841966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426603,0.00017122,0.003615634,0.00225007,0.0002565429,0.0004945898,0.00002369182,0.0001621233,0.05036582],"genre_scores_gemma":[0.9738023,0.000650125,0.01112704,0.0003414048,0.00001721719,0.00005373293,0.0002644299,0.00005574575,0.01368802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2211212,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426090625549956,"score_gpt":0.2212322414714228,"score_spread":0.2069713352159232,"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."}}