{"id":"W2914897640","doi":"","title":"Assessing the levels of population projection and potential urban shrinkage in Ontario","year":2013,"lang":"en","type":"other","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shrinkage; Population; Projection (relational algebra); Geography; Environmental science; Mathematics; Statistics; Demography; Sociology","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":[],"category_scores_codex":[0.0006287299,0.0002375129,0.0004600632,0.001271101,0.0003958684,0.0003186557,0.0002894347,0.0002153585,0.001920543],"category_scores_gemma":[0.00005864761,0.0001978002,0.0001702517,0.0002335414,0.0004456616,0.0003840106,0.0003077816,0.0008994099,0.00001583041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884258,"about_ca_system_score_gemma":0.0003314693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2897775,"about_ca_topic_score_gemma":0.5831386,"domain_scores_codex":[0.9976391,0.0006216447,0.0002334519,0.0004189558,0.0006570453,0.0004298699],"domain_scores_gemma":[0.9990572,0.00007409514,0.0001739983,0.0003490349,0.0002356986,0.0001099466],"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":[0.0003131961,0.002901328,0.1576433,0.002314551,0.004307213,0.0009714342,0.02984442,0.0001836729,0.001955152,0.2329822,0.5236529,0.04293069],"study_design_scores_gemma":[0.000725098,0.0001008936,0.1220959,0.0003248112,0.0000875091,0.000003063777,0.004242967,0.0002220043,0.000006638638,0.0002731025,0.8715994,0.0003186669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3519356,0.0001595231,0.00001558279,0.0001953571,0.0004630942,0.001134355,0.0002625504,0.00006036554,0.6457736],"genre_scores_gemma":[0.4387993,0.0001144243,0.00002604458,0.000005097403,0.0004488094,0.000002043451,0.0001040806,0.00007735855,0.5604229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3479465,"threshold_uncertainty_score":0.9989918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09616437835173532,"score_gpt":0.3146811252506966,"score_spread":0.2185167468989613,"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."}}