{"id":"W6889038816","doi":"10.25316/ir-3027","title":"Plan Canada - Volume 57, Number 1 (Spring 2017)","year":2017,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[],"category_scores_codex":[0.0007003339,0.0008211762,0.0005877874,0.00289735,0.009404914,0.01176776,0.001176467,0.002565732,0.3972261],"category_scores_gemma":[0.002116411,0.0006628203,0.0004979895,0.005309195,0.001646246,0.001943461,0.002118491,0.002427425,0.1056139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03813967,"about_ca_system_score_gemma":0.1011688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9427797,"about_ca_topic_score_gemma":0.9809127,"domain_scores_codex":[0.9986564,0.00003767891,0.00002322786,0.00008856062,0.0008540644,0.0003400981],"domain_scores_gemma":[0.9977831,0.000101992,0.00003383718,0.00008991225,0.00135838,0.0006328154],"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":[0.000009887503,0.00002678585,0.0005958434,0.00004316275,0.000002126527,0.00002749653,0.00009680605,0.00006084172,0.00004046687,0.01026023,0.9727045,0.0161318],"study_design_scores_gemma":[0.000004651069,0.000002574146,0.001514385,0.00004483175,0.000001831966,0.000008875566,0.0002775758,0.00004788846,0.00005923059,0.0005282771,0.9975049,0.00000505823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001616619,0.001653698,0.0001972281,0.00559573,0.001305302,0.0001041707,0.00843242,0.0003916654,0.9807032],"genre_scores_gemma":[0.002431754,0.0005750578,0.0001153153,0.0004430723,0.00004456608,0.00001936755,0.001387569,0.0001218019,0.9948615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3972261,"threshold_uncertainty_score":0.8597838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005583225570987086,"score_gpt":0.1552983422890324,"score_spread":0.1497151167180454,"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."}}