{"id":"W986875073","doi":"10.25316/dadc-6e76","title":"Interview with John Slogar","year":2025,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001193215,0.00007405949,0.0001249001,0.001174244,0.0008231074,0.000108228,0.0002540473,0.00007518543,0.0006434034],"category_scores_gemma":[0.0000188719,0.00008891691,0.00005686344,0.001016906,0.0003933852,0.000246775,0.00004259845,0.0001191564,0.00005836265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007598296,"about_ca_system_score_gemma":0.001070191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08641503,"about_ca_topic_score_gemma":0.9135907,"domain_scores_codex":[0.9993014,0.000102032,0.00004599309,0.0001856035,0.0001440162,0.0002208953],"domain_scores_gemma":[0.9995937,0.00003440994,0.00003847346,0.0001544871,0.00007771406,0.0001012109],"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":[0.00002499054,0.00002161029,0.00003305039,0.00001886202,0.00003432074,0.00007538266,0.002210654,0.000006589778,0.000001961303,0.05054983,0.9444872,0.00253555],"study_design_scores_gemma":[0.0003844764,0.00002065695,0.00006636939,0.00006228363,0.00004437107,1.972329e-7,0.006050775,0.000002343193,0.000002066191,0.0001059995,0.9931488,0.0001116329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002075463,0.0001348752,0.001226935,0.002678879,0.0006167804,0.0001078309,0.00001165116,0.00006633233,0.9949492],"genre_scores_gemma":[0.02533932,0.0006953051,0.00008914386,0.00048744,0.00005871973,6.547301e-7,2.037197e-7,0.000005657302,0.9733235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8271757,"threshold_uncertainty_score":0.9196686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838830616359282,"score_gpt":0.2018138651898468,"score_spread":0.1934255590262539,"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."}}