{"id":"W7084085144","doi":"10.64628/aaj.ktuvvudkd","title":"Book review: one VC’s account of student protests in South Africa","year":2019,"lang":"en","type":"article","venue":"","topic":"Crystal structures of chemical compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","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":[0.001168396,0.0007190319,0.0004511788,0.00210169,0.004713696,0.005103746,0.001115691,0.005129053,0.02699566],"category_scores_gemma":[0.005317605,0.0003581824,0.00043436,0.002795768,0.001360322,0.002721143,0.00243204,0.005485943,0.003774205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004215228,"about_ca_system_score_gemma":0.003897325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367077,"about_ca_topic_score_gemma":0.05277871,"domain_scores_codex":[0.9989807,0.0001484805,0.00003560127,0.00007734585,0.0005297393,0.0002280848],"domain_scores_gemma":[0.9977326,0.0008615707,0.0002007116,0.00007039728,0.0005633773,0.0005711642],"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":[0.000008850481,0.000008965165,0.0001158974,0.00007623879,0.000004023796,0.0001650054,0.0002379616,0.00003663399,0.0000847145,0.001539668,0.989151,0.008570946],"study_design_scores_gemma":[0.000002240661,0.000006654263,0.0004072497,0.0001009525,0.000002517569,0.0001108467,0.0003074825,0.00002232766,0.00005488825,0.0002334167,0.9987477,0.000003597708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006510539,0.1208977,0.0004858434,0.4598591,0.2223963,0.000119507,0.0004255388,0.0001843368,0.1891212],"genre_scores_gemma":[0.04332565,0.06249481,0.0004312326,0.1369926,0.09678195,0.00007483623,0.0004610898,0.0003982929,0.6590396],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02699566,"threshold_uncertainty_score":0.0903095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245446111818917,"score_gpt":0.2563407656791803,"score_spread":0.2438863045609912,"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."}}