{"id":"W6981750445","doi":"","title":"An experiment in community renewal : observations and proposals arising from a demonstration project in Winnipeg","year":2016,"lang":"en","type":"report","venue":"WinnSpace (University of Winnipeg)","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Perspective (graphical)","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"],"consensus_categories":[],"category_scores_codex":[0.0005832544,0.0003038217,0.0005474405,0.0006001414,0.0001300106,0.00002528819,0.0002523449,0.0004025256,0.00002569282],"category_scores_gemma":[0.0000570524,0.0003737888,0.00007318296,0.0004249483,0.0001519841,0.0004609558,0.00007602946,0.0006604653,0.000001084703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007216554,"about_ca_system_score_gemma":0.0005756081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02067092,"about_ca_topic_score_gemma":0.01810353,"domain_scores_codex":[0.9985443,0.0001654232,0.0003243757,0.0003005797,0.0003978994,0.0002674709],"domain_scores_gemma":[0.9990075,0.00009891253,0.0001358631,0.0005078249,0.0001675011,0.00008236688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005877638,0.001778906,0.3891858,0.004781103,0.00148049,0.0005567901,0.1155245,0.06218589,0.2304672,0.0009474168,0.007639591,0.1848647],"study_design_scores_gemma":[0.007805686,0.0006015978,0.7789865,0.01007448,0.0004107531,0.0001405485,0.06157129,0.09190573,0.002552454,0.001188546,0.04044173,0.004320767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856665,0.0007518143,0.00772006,0.0002299157,0.0004072775,0.0005451269,0.0003012372,0.0002806909,0.004097369],"genre_scores_gemma":[0.9925687,0.0007936372,0.00611339,0.000002545788,0.00007037438,0.000002733309,0.0001619495,0.00004263576,0.000243986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3898007,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405666128164158,"score_gpt":0.2453950609946077,"score_spread":0.2113383997129661,"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."}}