{"id":"W7006042869","doi":"","title":"The 31% solution: university transit pass program at the Université de Sherbrooke","year":2011,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transit (satellite); Transit system; Rapid transit; Public transport; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009367374,0.001243318,0.0007628324,0.001185451,0.002278935,0.002408168,0.001530344,0.0007733274,0.8255444],"category_scores_gemma":[0.002251606,0.0005611644,0.0004423673,0.00125958,0.0006188484,0.001147387,0.002437436,0.0009859204,0.4757134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796695,"about_ca_system_score_gemma":0.004870594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02284966,"about_ca_topic_score_gemma":0.05765128,"domain_scores_codex":[0.9994105,0.00005939748,0.00001474057,0.0001210906,0.0002543994,0.0001398241],"domain_scores_gemma":[0.998942,0.00009734033,0.00003632929,0.0001579206,0.0003226137,0.0004439002],"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":[0.0003705171,0.0001591123,0.0006522341,0.0001327692,0.000008953111,0.00015635,0.0001210578,0.0001677645,0.002728111,0.008920435,0.7798227,0.2067601],"study_design_scores_gemma":[0.00005878242,0.00004135391,0.0009746474,0.0000305514,0.000004287483,0.0000596347,0.00007707845,0.0001829057,0.001573337,0.0005523417,0.996437,0.000008168977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008006451,0.001227112,0.00510582,0.00416316,0.001890035,0.0003006621,0.007666528,0.004899214,0.966741],"genre_scores_gemma":[0.004249318,0.0002543068,0.001708861,0.0001487633,0.00004689953,0.00003088936,0.0008609596,0.0006137547,0.9920862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9771503,"threshold_uncertainty_score":0.2488397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176294203819485,"score_gpt":0.1927183335022433,"score_spread":0.1809553914640484,"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."}}