{"id":"W6967590254","doi":"","title":"HCI and environmental public policy : opportunities for engagement","year":2017,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Public policy; Government (linguistics); Work (physics); Environmental policy; Procurement; Public engagement; Public participation","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":[],"consensus_categories":[],"category_scores_codex":[0.0002024255,0.0001952904,0.0001887457,0.0005356332,0.0007295333,0.00036574,0.001181167,0.0001007979,0.00007915855],"category_scores_gemma":[0.00003095175,0.0002127916,0.00005492475,0.00008077763,0.0002624223,0.001695037,0.001428155,0.0002065123,0.00007519185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583749,"about_ca_system_score_gemma":0.00004919739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001435727,"about_ca_topic_score_gemma":0.00002121726,"domain_scores_codex":[0.9987986,0.00006156301,0.0001502539,0.0004834251,0.0001351521,0.0003710036],"domain_scores_gemma":[0.9986129,0.00004282308,0.0002309193,0.000973964,0.00004971356,0.00008968874],"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":[0.00009753296,0.0002287532,0.09933066,0.0000735921,0.0002637049,0.0003842086,0.001616747,1.131942e-7,0.00255954,0.6964161,0.001166781,0.1978622],"study_design_scores_gemma":[0.002294094,0.0002322834,0.3440515,0.00005010714,0.0000242439,0.0001145717,0.002072072,0.002427655,0.002247503,0.002421907,0.6434645,0.0005995932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7181364,0.00001502382,0.2092926,0.01076382,0.0005974454,0.0006019833,0.00005159605,0.0001909561,0.06035018],"genre_scores_gemma":[0.9780344,0.00002070058,0.004047151,0.0004229514,0.000109423,0.000005244118,0.0000107165,0.00001325518,0.01733616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6939942,"threshold_uncertainty_score":0.867739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230488492053316,"score_gpt":0.2727883338683982,"score_spread":0.1497394846630667,"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."}}