{"id":"W3168319634","doi":"","title":"People of Colour Matter Too: An Analysis of Scholar Strike Canada","year":2021,"lang":"en","type":"article","venue":"SFU Undergraduate Research Symposium Journal","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oppression; Racism; Sociology; Criminology; Equity (law); Politics; Resistance (ecology); Political science; Criminal justice; Social justice; State (computer science); Gender studies; Public relations; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006447352,0.00009955651,0.0003884178,0.000453621,0.001059286,0.0002225413,0.0005234319,0.00008183762,0.001113149],"category_scores_gemma":[0.001354586,0.00009425075,0.0001817547,0.003351474,0.0002666609,0.0005294865,0.0001074255,0.0007124917,0.000006128508],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005024442,"about_ca_system_score_gemma":0.01124192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3854933,"about_ca_topic_score_gemma":0.8584778,"domain_scores_codex":[0.9935442,0.00295672,0.0005586281,0.0002468874,0.002133523,0.000560079],"domain_scores_gemma":[0.9949853,0.0007409515,0.0002769162,0.0003797963,0.00314016,0.0004768838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000881805,0.001270349,0.8229966,0.0001558621,0.00166725,0.00005937897,0.02379041,0.001770934,0.02060044,0.04211845,0.0849194,0.0005628206],"study_design_scores_gemma":[0.001448943,0.0005373741,0.5236354,0.0002063481,0.001181988,0.0000336683,0.3472421,0.001006391,0.01807972,0.02661078,0.0790943,0.0009229888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861323,0.0002006956,0.00007872585,0.1052169,0.000280402,0.00008818672,0.00005623864,0.00000488873,0.007941653],"genre_scores_gemma":[0.995316,0.0008808734,0.0002251436,0.0001118504,0.0001848588,0.000003909864,0.00002520008,0.000009597949,0.003242562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4729845,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06588339665969797,"score_gpt":0.4335529003742422,"score_spread":0.3676695037145442,"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."}}