{"id":"W35363143","doi":"10.2196/36364","title":"Cost effective techniques for building construction in Sri Lanka","year":2006,"lang":"en","type":"dissertation","venue":"JMIR Cancer","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Sri lanka; Construction engineering; Architectural engineering; Computer science; Engineering; Geography; Environmental planning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00182739,0.0009294478,0.0002672906,0.004088576,0.002947955,0.002390951,0.0019556,0.000668521,0.01530654],"category_scores_gemma":[0.00275212,0.0004471639,0.0007435286,0.003052098,0.001764469,0.0008624204,0.003962968,0.0008857602,0.001482758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003184243,"about_ca_system_score_gemma":0.006670214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282514,"about_ca_topic_score_gemma":0.04220001,"domain_scores_codex":[0.9979089,0.0008657005,0.0001210243,0.0001187037,0.0006393042,0.0003464231],"domain_scores_gemma":[0.9988797,0.0003267924,0.0001407671,0.0002527745,0.0001721947,0.0002277079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002798252,0.00207964,0.02062495,0.002712941,0.0001029887,0.001610363,0.01281053,0.008725802,0.007691434,0.03088249,0.01067476,0.9018043],"study_design_scores_gemma":[0.0004479671,0.009098908,0.2393564,0.004220633,0.0004317402,0.00437939,0.1213356,0.016325,0.01318983,0.03697485,0.553845,0.0003947245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7259042,0.00547102,0.04174217,0.004210941,0.0002326333,0.004442035,0.0008380378,0.0007214921,0.2164375],"genre_scores_gemma":[0.8296252,0.004075713,0.1350618,0.0001439495,0.0000383638,0.001793303,0.0004658451,0.00009210222,0.02870375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01530654,"threshold_uncertainty_score":0.05120546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05565477077177629,"score_gpt":0.4540395801813727,"score_spread":0.3983848094095964,"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."}}