{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004093839,0.00008147646,0.00009562544,0.00002921965,0.0002761121,0.00006454076,0.0004047991,0.0001644887,0.001058132],"category_scores_gemma":[0.000178186,0.00006167693,0.00003565392,0.0001757155,0.0005213579,0.00005866455,0.00003249604,0.0002128287,0.000844979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786644,"about_ca_system_score_gemma":0.0008037685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1869037,"about_ca_topic_score_gemma":0.2050907,"domain_scores_codex":[0.9991555,0.0001085508,0.00008969922,0.000111622,0.0003259654,0.000208705],"domain_scores_gemma":[0.9993541,0.00005492037,0.0001023084,0.000333607,0.00006519961,0.00008990856],"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":[0.000002434382,0.000002935817,5.669819e-7,0.000001643041,0.00000861009,0.000001010254,0.0002778709,8.668314e-7,5.211915e-8,0.00801316,0.9914697,0.0002211001],"study_design_scores_gemma":[0.00004656783,0.00000380571,0.00002078056,0.000009321219,0.00001637695,0.000002205198,0.0002229441,7.273049e-8,2.188484e-7,0.006640145,0.9929491,0.00008840732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001329204,0.0001342441,0.000001151859,0.01634219,0.001102319,0.0001012043,0.9705988,0.00001199124,0.01169481],"genre_scores_gemma":[0.0001055242,0.0003767933,0.00001167642,0.01391003,0.004767166,0.00001434311,0.9402538,0.00001369713,0.04054696],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03034498,"threshold_uncertainty_score":0.999933,"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."}}