{"id":"W2947156593","doi":"","title":"Book Review of Zachary Crispin. (2017). The Fundamentals of Students’ Unionism. Castlegar, Canada: Selkirk College Students’ Union.","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006392834,0.0007162048,0.0008001038,0.003245541,0.002366703,0.003121631,0.001077411,0.001420461,0.0282878],"category_scores_gemma":[0.002222946,0.0004093027,0.0003436776,0.007238642,0.001401511,0.001947837,0.001032027,0.002711177,0.01443707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211196,"about_ca_system_score_gemma":0.01927931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4022596,"about_ca_topic_score_gemma":0.6770732,"domain_scores_codex":[0.9989474,0.00005302086,0.00003356719,0.00009165081,0.0007861042,0.0000883079],"domain_scores_gemma":[0.9979971,0.0003035233,0.00007651411,0.00003929297,0.001410007,0.0001735034],"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":[0.000003700092,0.000004755699,0.00006251799,0.0002703807,0.000002025314,0.00002289385,0.0001398741,0.00003281589,0.00003596264,0.002378432,0.9570716,0.03997515],"study_design_scores_gemma":[6.695225e-7,0.000001323062,0.0002625405,0.0002216003,0.000001190482,0.00003120775,0.00005843535,0.000005005875,0.00001062561,0.0001747391,0.9992303,0.000002292348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004387004,0.7907197,0.0004619712,0.04901265,0.01557869,0.00004482024,0.001318034,0.0001054426,0.14232],"genre_scores_gemma":[0.004494366,0.5736125,0.0007480516,0.01973526,0.00547267,0.00005011321,0.00151469,0.0001417057,0.3942307],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5977404,"threshold_uncertainty_score":0.7998364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262528425015306,"score_gpt":0.5144208561247203,"score_spread":0.3881680136231898,"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."}}