{"id":"W7027950109","doi":"","title":"Developing a reference model for supporting students","year":2015,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Sherbrooke","funders":"","keywords":"Reference model; Reference data; Field (mathematics); Component (thermodynamics); Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01421257,0.001065544,0.0009096222,0.005395813,0.004910956,0.01252578,0.006293387,0.004497888,0.0253775],"category_scores_gemma":[0.04507011,0.0007676175,0.001112755,0.005173125,0.002205594,0.01739665,0.00811368,0.00276879,0.01660846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169631,"about_ca_system_score_gemma":0.02750141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1578206,"about_ca_topic_score_gemma":0.1957013,"domain_scores_codex":[0.989458,0.004076942,0.0007711319,0.001153034,0.003817016,0.0007237961],"domain_scores_gemma":[0.9670573,0.003669747,0.0008315817,0.005976578,0.02090874,0.001556075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002940922,0.000816705,0.01128213,0.0005058806,0.00004476002,0.0006062962,0.01872992,0.007682957,0.004388706,0.2474423,0.142345,0.5658613],"study_design_scores_gemma":[0.0001444531,0.000377007,0.003850994,0.001576422,0.0001320319,0.0003950845,0.01370023,0.05486746,0.008795176,0.07182372,0.8441224,0.000215133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03115031,0.000947451,0.7312034,0.01270414,0.001035734,0.002141871,0.002409807,0.01518936,0.2032179],"genre_scores_gemma":[0.1883817,0.001107694,0.6929699,0.001350748,0.0001095462,0.001477488,0.007172227,0.003001462,0.1044293],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1578206,"threshold_uncertainty_score":0.3138039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249008087665863,"score_gpt":0.3087762963765782,"score_spread":0.2662862154999195,"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."}}