{"id":"W4252795959","doi":"10.1007/springerreference_75812","title":"Imagine Canada","year":2012,"lang":"en","type":"reference-entry","venue":"SpringerReference","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003523359,0.001229786,0.001230233,0.000343279,0.0001936774,0.000133217,0.001780932,0.0005847747,0.00511907],"category_scores_gemma":[0.000266527,0.00117969,0.0001905113,0.0005984099,0.0001642932,0.0003134525,0.0007031903,0.002395373,0.0102136],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233959,"about_ca_system_score_gemma":0.007007095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8032194,"about_ca_topic_score_gemma":0.8721855,"domain_scores_codex":[0.993994,0.0001623644,0.0008073904,0.001179306,0.001840859,0.002016111],"domain_scores_gemma":[0.9960313,0.0001655341,0.0006808283,0.001927681,0.0003597526,0.0008349027],"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":[0.00002123412,0.00007366111,0.002595145,0.0004007372,0.0001535851,0.00005789632,0.0000373976,0.000001580529,0.00001055231,0.0006992846,0.9424896,0.05345932],"study_design_scores_gemma":[0.000290126,0.00001566574,0.007912774,0.0007840063,0.0002085305,0.00003177734,0.00001977804,0.00001214427,0.0001241169,0.0001083969,0.9891426,0.001350078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001472637,0.03339811,0.00003570451,0.0001397984,0.009341052,0.0005548642,0.002589854,0.0005372395,0.9519308],"genre_scores_gemma":[0.3372302,0.03371283,0.001337512,0.0005551997,0.008355847,0.0003452491,0.0038636,0.001331962,0.6132676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3386631,"threshold_uncertainty_score":0.9999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383384241652084,"score_gpt":0.2564784670378372,"score_spread":0.2226446246213164,"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."}}