{"id":"W3009918170","doi":"","title":"By the People, for the People:","year":2020,"lang":"en","type":"book","venue":"LAP LAMBERT Academic Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Friendship; Indigenous; Grassroots; Psychological resilience; Population; Government (linguistics); Political science; Economic growth; Geography; Sociology; Social science; Psychology; Politics; Law; Ecology; Social psychology","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":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002197007,0.0003360633,0.0004892969,0.000201613,0.003938629,0.005257534,0.003465698,0.001482896,0.0003556949],"category_scores_gemma":[0.002385743,0.0002789814,0.000404417,0.0002029499,0.0009709829,0.0008171881,0.0003009308,0.0038046,0.0001017198],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739106,"about_ca_system_score_gemma":0.006622843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2220065,"about_ca_topic_score_gemma":0.9101872,"domain_scores_codex":[0.9966805,0.0002207959,0.0005067442,0.0006029439,0.001159783,0.0008292228],"domain_scores_gemma":[0.9961155,0.00226097,0.0004941102,0.0005395228,0.0001955167,0.0003943722],"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":[0.000009314996,0.000001712843,0.000008640901,0.00004027233,0.00006261159,0.000001046554,0.02952131,3.126951e-7,0.000001913912,0.1050005,0.8588052,0.006547131],"study_design_scores_gemma":[0.0001801116,0.00001115743,0.00002336538,0.00006712879,0.0001825406,0.000003477401,0.001429008,0.00001337298,5.25925e-7,0.01407341,0.9836555,0.0003604375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001093147,0.003002855,0.00005768767,0.09254952,0.002577208,0.001311172,0.0005110562,0.0002208222,0.8997588],"genre_scores_gemma":[0.0003271413,0.0006876432,0.00001068138,0.01068476,0.005134308,0.0002663747,0.0001713179,0.00009672035,0.9826211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6881807,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110646572590267,"score_gpt":0.2495047078841167,"score_spread":0.2283982421582141,"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."}}