{"id":"W6986222640","doi":"","title":"Parallel paths the development of nationalism in Ireland and Quebec","year":2006,"lang":"en","type":"article","venue":"","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nationalism; Quality (philosophy); Government (linguistics); Period (music)","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":[0.00009272997,0.00002935617,0.00003358332,0.00002372937,0.00004235504,0.00002395534,0.0001285429,0.000008058521,0.000002854478],"category_scores_gemma":[0.000001565225,0.00002018457,0.000007431511,0.0001346,0.00001558198,0.00005545533,0.00005191694,0.00002068771,0.000003185595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008858828,"about_ca_system_score_gemma":0.00006788904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008242069,"about_ca_topic_score_gemma":0.004350759,"domain_scores_codex":[0.9996525,0.00000854634,0.0001211413,0.00008013473,0.00009693316,0.00004076435],"domain_scores_gemma":[0.9997583,0.00009506841,0.00002852362,0.00007877071,0.00003112574,0.000008224688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[2.394006e-7,0.00002263518,0.0009698438,0.000001101183,0.000001089181,6.291685e-8,0.0002504116,0.0008368838,0.00005076922,0.9863994,0.0002099152,0.01125764],"study_design_scores_gemma":[0.000167066,0.000002212017,0.6681288,0.000003373883,4.71047e-7,8.476573e-7,0.00001161206,0.05013204,0.0001333666,0.2743148,0.007046026,0.00005940856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1332772,0.00004417654,0.857422,0.002457703,0.00001595173,0.00009282568,6.298274e-7,0.00001305285,0.006676509],"genre_scores_gemma":[0.9202999,4.71781e-7,0.07923288,0.00007033352,0.000009264497,0.0000138268,0.000003506189,9.541988e-7,0.0003688626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7870227,"threshold_uncertainty_score":0.2427825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094229422547009,"score_gpt":0.2351042229533319,"score_spread":0.2241619287278619,"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."}}