{"id":"W2784887160","doi":"","title":"Robert Marshall (New Brunswick Politician)","year":2010,"lang":"en","type":"book","venue":"Betascript Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Environmental ethics; Economic history; History; Philosophy","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","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00129603,0.0004120542,0.0006170851,0.001461167,0.001850747,0.01424528,0.0019452,0.001896394,0.003251318],"category_scores_gemma":[0.001020025,0.0005889933,0.0004647158,0.0001078506,0.001210878,0.001561592,0.0002125286,0.00267512,0.0007260492],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003532086,"about_ca_system_score_gemma":0.06255236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9196182,"about_ca_topic_score_gemma":0.9958535,"domain_scores_codex":[0.9959799,0.0001698507,0.0005614629,0.0007621117,0.001341427,0.001185219],"domain_scores_gemma":[0.996887,0.0001354914,0.0004127261,0.0008458763,0.0003232931,0.001395615],"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":[0.000002188942,0.000005818124,0.000004656843,0.00002613056,0.00003343705,0.00003048406,0.002810985,2.892919e-8,0.000002153297,0.4082546,0.575999,0.01283054],"study_design_scores_gemma":[0.0002106554,0.0000125075,0.00005612009,0.0001376224,0.0001160727,0.000005599681,0.0001648229,2.414463e-7,8.35463e-7,0.04471863,0.9539725,0.0006044214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001576162,0.00100217,0.00001042631,0.003496138,0.006934941,0.000415555,0.0001118645,0.0003785919,0.9876345],"genre_scores_gemma":[0.00004220528,0.00004539362,0.000271986,0.003768049,0.008182056,0.000008911785,0.0001958048,0.0001289343,0.9873567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3779735,"threshold_uncertainty_score":0.9996561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826581065439294,"score_gpt":0.2304337200005238,"score_spread":0.2121679093461308,"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."}}