{"id":"W1759861471","doi":"","title":"Gaelic Nova Scotia an Economic, Cultural and Social Impact Study (Curatorial Report #97)","year":2002,"lang":"en","type":"article","venue":"Nova Scotia Museum","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Ethnic group; Resource (disambiguation); Political science; Nova (rocket); Geography; Ethnology; Economic impact analysis; History; Library science; Genealogy; Engineering","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000636049,0.0002042764,0.0003373595,0.0002918787,0.001031778,0.001081745,0.0003181605,0.0001918069,0.007443177],"category_scores_gemma":[0.00009386093,0.0002398963,0.0001411097,0.0002316387,0.0006495491,0.001065411,0.00005549513,0.0002610265,0.001355462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278302,"about_ca_system_score_gemma":0.0005477112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8140658,"about_ca_topic_score_gemma":0.9792765,"domain_scores_codex":[0.997973,0.000184978,0.0004045465,0.0005187322,0.0003710265,0.0005477237],"domain_scores_gemma":[0.999029,0.00003288947,0.0002082124,0.0002885111,0.0001013534,0.0003400453],"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":[0.0001048511,0.00106247,0.1401747,0.00003448815,0.0003747432,0.000569177,0.209443,0.00001457496,0.0004588721,0.003610948,0.6375744,0.00657775],"study_design_scores_gemma":[0.002768436,0.0005636461,0.1549957,0.00001985193,0.0002183664,0.00008363864,0.02568837,0.00004278692,0.00001338052,0.000143772,0.814105,0.001357024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794785,0.0001251384,0.000001006923,0.00087868,0.005482113,0.0003968338,0.00004370843,0.00009691467,0.01349708],"genre_scores_gemma":[0.9938232,0.0000194909,0.00002235717,0.0001127932,0.003866161,0.000001940274,0.00001537368,0.0000254225,0.002113269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837546,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07988896415841527,"score_gpt":0.3418954256229383,"score_spread":0.2620064614645231,"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."}}