{"id":"W6888937424","doi":"10.25316/ir-19324","title":"Plan Canada - Volume 62, Number 2 (Summer 2022)","year":2022,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Volume (thermodynamics); Five year plan; Work (physics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005427083,0.0002626209,0.0003013258,0.0001923946,0.0007282015,0.00007863215,0.0006808402,0.0002707627,0.2586429],"category_scores_gemma":[0.00001746587,0.0003155479,0.00008661566,0.0007475028,0.0001221197,0.0003844878,0.0002562488,0.0004140483,0.0001645815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003365842,"about_ca_system_score_gemma":0.001840603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.74659,"about_ca_topic_score_gemma":0.999231,"domain_scores_codex":[0.9981133,0.0002436623,0.0001018653,0.0004321364,0.0006556386,0.0004533362],"domain_scores_gemma":[0.9991912,0.0000505586,0.0001939792,0.0002866983,0.00001792097,0.0002595942],"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":[0.0000145003,0.00002265338,0.02082383,0.00001362927,0.00007039066,0.0001914243,0.001133043,0.000004245065,8.128163e-8,0.001518919,0.9761645,0.00004276796],"study_design_scores_gemma":[0.00035506,0.000008963757,0.0001744624,0.0000247044,0.00004248381,4.462226e-7,0.007590217,0.000007507628,4.890068e-7,0.00001393529,0.9913589,0.0004228248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006443736,0.0001021634,0.00002853005,0.001417895,0.001788695,0.0002320223,0.0007071826,0.0003826574,0.9952764],"genre_scores_gemma":[0.0008490931,0.0002683983,0.00007993411,0.0007971602,0.0004322929,7.77111e-7,0.0002023433,0.0001752749,0.9971947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2584783,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007802547885195933,"score_gpt":0.1898682732022932,"score_spread":0.1820657253170973,"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."}}