{"id":"W4388547610","doi":"10.1515/9781552385258","title":"Happyland","year":2011,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001100009,0.000086238,0.000206799,0.00025724,0.0005404582,0.00003291406,0.0004290073,0.0003223982,0.00108112],"category_scores_gemma":[0.000007163961,0.000145226,0.0001441396,0.000006940171,0.001440413,0.00005498341,0.00007453137,0.0002053438,0.00004702574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000465042,"about_ca_system_score_gemma":0.002100317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7196028,"about_ca_topic_score_gemma":0.9138057,"domain_scores_codex":[0.9992882,0.00005848903,0.00007776034,0.0001715786,0.0002405527,0.0001634118],"domain_scores_gemma":[0.9993994,0.00002475976,0.0001353105,0.0001940659,0.00007969998,0.0001668118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003129862,0.000009141734,0.000001559969,0.00006422058,0.00006173248,0.0000956762,0.01552787,5.626076e-8,0.000001066775,0.7592747,0.2133392,0.01159347],"study_design_scores_gemma":[0.0001368359,0.00001350367,0.000009881851,0.00005041118,0.00009637293,3.968204e-7,0.00009890324,4.953476e-7,9.684828e-7,0.001411351,0.9980345,0.0001463982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004603998,0.0003366967,0.00004668059,0.000003819579,0.0002110866,0.000149413,0.00003551773,0.0000395011,0.9991727],"genre_scores_gemma":[0.000007355678,0.0002967077,0.00007901916,0.00001869879,0.00008287686,7.505714e-8,0.00001065568,0.000009440959,0.9994951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7846953,"threshold_uncertainty_score":0.999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249945763992784,"score_gpt":0.1806235245760076,"score_spread":0.1581240669360798,"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."}}