{"id":"W4395457232","doi":"10.1515/9780889779709","title":"Squandered","year":2023,"lang":"en","type":"book","venue":"University of Regina Press eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.0001249059,0.000105595,0.0002167354,0.00008565654,0.0002695269,0.00001399863,0.0004884779,0.0002822226,0.00003536178],"category_scores_gemma":[0.00003178795,0.0001504433,0.0001339627,0.00001592235,0.0006921803,0.00004008745,0.00007957933,0.000177338,0.00003857987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551385,"about_ca_system_score_gemma":0.001105458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.11416,"about_ca_topic_score_gemma":0.1434959,"domain_scores_codex":[0.9991772,0.00005233437,0.0000432981,0.0001956059,0.0002984611,0.0002330737],"domain_scores_gemma":[0.9992581,0.00009722835,0.0001980182,0.0002402578,0.0000672719,0.0001391402],"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":[0.000008591343,0.000001192212,6.362732e-7,0.00003229696,0.00002286461,0.00004489806,0.003427114,5.525781e-7,2.80451e-7,0.3062824,0.6888736,0.001305535],"study_design_scores_gemma":[0.000162039,0.00001175981,0.000009861877,0.0001342122,0.00003939405,3.012352e-7,0.0001939835,0.000001791483,0.000002608889,0.003290693,0.9960072,0.0001461708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001325216,0.0001001675,0.00001796396,0.001992687,0.0001398541,0.0001651295,0.0002867031,0.00007296065,0.9972113],"genre_scores_gemma":[0.00007233822,0.0003326627,0.00001953837,0.00006483534,0.0001577571,1.031189e-7,0.000007611318,0.0000145427,0.9993306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3071336,"threshold_uncertainty_score":0.8917389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04572106056519722,"score_gpt":0.2444836177663875,"score_spread":0.1987625572011903,"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."}}