{"id":"W6945140411","doi":"10.25316/ir-8018","title":"Plan Canada - Volume 45, Number 4 (Winter 2005)","year":2005,"lang":"fr","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Volume (thermodynamics); 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":["insufficient_payload"],"category_scores_codex":[0.0000423348,0.0009870266,0.0008277524,0.0003136428,0.0002848381,0.0001044383,0.0009080237,0.0007856264,0.1345983],"category_scores_gemma":[0.000008756064,0.001104691,0.0002946507,0.0003032067,0.0001669345,0.0007520138,0.0003481974,0.001161323,0.00149122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007632276,"about_ca_system_score_gemma":0.00109815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2025145,"about_ca_topic_score_gemma":0.9979587,"domain_scores_codex":[0.9970283,0.000169529,0.0002846004,0.0007909316,0.0004860229,0.001240649],"domain_scores_gemma":[0.9982578,0.0001207063,0.0001731671,0.0007437548,0.00002685351,0.000677734],"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":[0.0001097994,0.00006353899,0.003638473,0.0002112993,0.0004298207,0.0007563939,0.0007185718,0.00623579,0.000004661871,0.0002452938,0.9855483,0.002038066],"study_design_scores_gemma":[0.0011752,0.000036527,0.001063264,0.000256037,0.0001966521,0.00001776579,0.000361269,0.002648222,0.00006117528,0.00007278025,0.9927942,0.001316953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000939707,0.0006623656,0.01151845,0.001188331,0.003336628,0.0004411073,0.001058463,0.0004838944,0.9803711],"genre_scores_gemma":[0.009169432,0.0004324958,0.003403768,0.0004545567,0.001659579,0.000001180124,0.00008726742,0.0004600483,0.9843317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7954441,"threshold_uncertainty_score":0.9992862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00510618231316751,"score_gpt":0.1579072099977407,"score_spread":0.1528010276845732,"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."}}