{"id":"W4389726439","doi":"10.7202/1108113ar","title":"“There was Rowdyism there, Boy”","year":2023,"lang":"en","type":"article","venue":"Ethnologies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Narrative; Order (exchange); History; Sociology; Aesthetics; Literature; Art; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002718537,0.00004815274,0.00008079616,0.0002474899,0.0008235045,0.0001720847,0.0002989475,0.0001418613,0.0007829319],"category_scores_gemma":[0.0004011052,0.00005565671,0.00004964361,0.0004600692,0.0005854518,0.0001184483,0.00005189632,0.000136606,0.003127604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947667,"about_ca_system_score_gemma":0.0002441631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2826659,"about_ca_topic_score_gemma":0.7950878,"domain_scores_codex":[0.9992992,0.00006241355,0.00007116339,0.0001306783,0.0001567018,0.0002798522],"domain_scores_gemma":[0.9996721,0.00006788743,0.00002742798,0.0001591259,0.00002428652,0.00004914003],"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":[0.000003074815,0.00001112761,0.001010741,0.00001170723,0.00002296721,0.00008918982,0.03473893,0.00001253911,0.00008658432,0.07900103,0.8142825,0.0707296],"study_design_scores_gemma":[0.00004528865,0.000008217865,0.0090131,0.000006343628,0.000003244769,1.496559e-7,0.04058029,0.000001260793,0.00001431329,0.01176498,0.9384831,0.00007975291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4166269,0.004050184,0.000005674198,0.04976628,0.002062745,0.0001886709,0.00002113881,0.002120237,0.5251582],"genre_scores_gemma":[0.7133924,0.003148797,0.00005366156,0.0002619822,0.0002744312,0.00002260357,0.000004098728,0.00001424479,0.2828278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5124219,"threshold_uncertainty_score":0.9976486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988508887496261,"score_gpt":0.2907957114470937,"score_spread":0.250910622572131,"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."}}