{"id":"W3005854351","doi":"","title":"Vancouver Community College (VCC)","year":2019,"lang":"en","type":"article","venue":"","topic":"Educational Practices and Policies","field":"Social Sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003006155,0.00042272,0.000298986,0.0009864015,0.005643311,0.003311722,0.0009594735,0.001440839,0.2900034],"category_scores_gemma":[0.001698824,0.0003366226,0.0001919359,0.001379426,0.0005297965,0.0003600525,0.0009924046,0.001473347,0.03454402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007528991,"about_ca_system_score_gemma":0.02115702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7303795,"about_ca_topic_score_gemma":0.9519674,"domain_scores_codex":[0.9993731,0.000045432,0.00001809678,0.00009700435,0.000295019,0.0001714095],"domain_scores_gemma":[0.9978556,0.0001175342,0.00004310197,0.00007557946,0.001152775,0.000755439],"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":[0.0001360701,0.0001752242,0.009369332,0.0001860759,0.00001546797,0.0004710183,0.0003321663,0.0001730803,0.0007160417,0.004697927,0.8221678,0.1615598],"study_design_scores_gemma":[0.00003420606,0.00005161746,0.0358332,0.0001521949,0.000008097787,0.0001567601,0.001449663,0.0002223978,0.0004846194,0.0004942578,0.961093,0.000020019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03945363,0.002578352,0.0004602426,0.008991702,0.001438482,0.0001894051,0.009549573,0.0005149115,0.9368237],"genre_scores_gemma":[0.02900371,0.0006525708,0.0006629041,0.0007001877,0.00005134707,0.00003481634,0.001284133,0.00008098531,0.9675294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2900034,"threshold_uncertainty_score":0.970158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016340039372148,"score_gpt":0.3818344310085214,"score_spread":0.3316710306147999,"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."}}