{"id":"W7038495840","doi":"","title":"Innovating to promote access to higher education in rural areas","year":2015,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de la Gaspésie et des Îles","funders":"","keywords":"Rural area; Higher education; Work (physics); Rural management; Rural development","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0005890093,0.000434011,0.0004489748,0.002444755,0.00008143773,0.0008565485,0.001377241,0.000105714,0.01388503],"category_scores_gemma":[0.001532997,0.0004073277,0.00007644471,0.00198337,0.00009378025,0.0004893195,0.00104194,0.0002930326,0.00182334],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003594965,"about_ca_system_score_gemma":0.05796782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2040858,"about_ca_topic_score_gemma":0.8452152,"domain_scores_codex":[0.99651,0.0001564158,0.0005477131,0.000684591,0.001565925,0.0005353706],"domain_scores_gemma":[0.9980003,0.0007094207,0.0003195947,0.000470293,0.0001129786,0.000387404],"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":[0.00008290169,0.0003520171,0.015194,0.0001313689,0.00002593102,0.000007559646,0.0005877014,0.00003486347,0.003987595,0.003021935,0.9732593,0.003314767],"study_design_scores_gemma":[0.0004139044,0.00009050818,0.06253986,0.0008034033,0.000009439586,0.000005466867,0.00003832213,0.00002099732,0.0005704979,0.0002485329,0.9347161,0.0005429675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2242724,0.001456092,0.0000618704,0.0123775,0.0004506235,0.00143651,0.000336131,0.000217449,0.7593914],"genre_scores_gemma":[0.05301511,0.00005493263,0.003122748,0.003536493,0.001012502,0.0007069274,0.00006532417,0.0004545389,0.9380314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6411294,"threshold_uncertainty_score":0.9998379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933371179936464,"score_gpt":0.2964068570734357,"score_spread":0.2770731452740711,"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."}}