{"id":"W7052864928","doi":"","title":"Sustainable Neighbourhood Engagement Framework","year":2011,"lang":"en","type":"report","venue":"The Atrium (University of Guelph)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Sustainability; Urban planning; Work (physics); Sustainable development; Context (archaeology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001024217,0.0003463382,0.000520451,0.0002051827,0.0002640965,0.00002276255,0.001146353,0.0003908984,0.002309316],"category_scores_gemma":[0.0001217006,0.000358672,0.0002809088,0.0004213146,0.0001417317,0.0001549824,0.0002922773,0.001389254,0.0001165247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969033,"about_ca_system_score_gemma":0.0006841178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469978,"about_ca_topic_score_gemma":0.0001217298,"domain_scores_codex":[0.9979738,0.0000918322,0.0002341001,0.0002769551,0.0006430934,0.0007802202],"domain_scores_gemma":[0.9981937,0.0001810058,0.0002277816,0.0009150355,0.0003863775,0.00009605916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003022004,0.0005667923,0.0004049747,0.009579791,0.007959167,0.001034942,0.03763858,0.006053863,0.00616336,0.1925807,0.6952642,0.04245146],"study_design_scores_gemma":[0.0004146105,0.000260371,0.003821525,0.0002449834,0.001034177,0.00003885895,0.006834536,0.0006464632,0.0002200568,0.01783909,0.9677563,0.0008889899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0204179,0.01987171,0.05651603,0.0007884929,0.0021347,0.002655348,0.0001471052,0.0011929,0.8962758],"genre_scores_gemma":[0.9405172,0.009502494,0.002371298,0.00002181161,0.0002607559,0.000002533037,0.00006889522,0.0001300797,0.04712496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9200993,"threshold_uncertainty_score":0.9998865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916186932870343,"score_gpt":0.2227768480415385,"score_spread":0.203614978712835,"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."}}