{"id":"W4248311914","doi":"10.15200/winn.143696.66319","title":"Under Construction","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Schedule; Liability; Natural (archaeology); Road construction; Business; Geography; Engineering; Transport engineering; Finance; Management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002182953,0.0009908283,0.0005275845,0.001479612,0.005167555,0.007996353,0.001786604,0.002530813,0.4794411],"category_scores_gemma":[0.005690087,0.0004416188,0.0006180878,0.001522632,0.00257507,0.004797099,0.007137087,0.003357338,0.215248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003763089,"about_ca_system_score_gemma":0.007655232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121459,"about_ca_topic_score_gemma":0.02065689,"domain_scores_codex":[0.9939392,0.0005978473,0.0002280156,0.0008087803,0.003186695,0.001239567],"domain_scores_gemma":[0.9959259,0.000263085,0.0002054181,0.00048269,0.002023352,0.001099509],"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":[0.00005833526,0.00006213845,0.001901499,0.0001955249,0.000007550551,0.0003682331,0.001052173,0.0001215067,0.0004930558,0.07605365,0.7839456,0.1357407],"study_design_scores_gemma":[0.000001154304,0.00001018265,0.0003594763,0.00005218081,0.000001217356,0.0001166596,0.0002633637,0.00001211111,0.00005070306,0.0009605518,0.9981689,0.000003523936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002368764,0.002230178,0.001744617,0.01051745,0.004810158,0.00007696207,0.0008694761,0.0004012959,0.9769811],"genre_scores_gemma":[0.02431844,0.002521951,0.001102538,0.007218986,0.0007682753,0.00007059237,0.001128698,0.0004178788,0.9624527],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5205588,"threshold_uncertainty_score":0.742514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291718751592335,"score_gpt":0.3173087537611242,"score_spread":0.2843915662452009,"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."}}