{"id":"W4404310117","doi":"10.21435/tl.290","title":"Nälkä ja vilu. Matkoja kauheaan pohjoiseen","year":2024,"lang":"en","type":"book","venue":"","topic":"Research in Social Sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001981143,0.0004215154,0.0002395025,0.0004321457,0.003455792,0.002562965,0.0002201659,0.0005529417,0.02162205],"category_scores_gemma":[0.0002910327,0.0002094104,0.0001659758,0.0004977059,0.002025559,0.002293742,0.001234129,0.001468638,0.00719166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104618,"about_ca_system_score_gemma":0.0007787591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355324,"about_ca_topic_score_gemma":0.01069488,"domain_scores_codex":[0.9999057,0.00002218236,0.000002719064,0.00002319742,0.00002788579,0.00001833052],"domain_scores_gemma":[0.9999417,0.00001907767,0.000006505325,0.000004224329,0.00000959839,0.00001879663],"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":[0.000225413,0.00008122866,0.001720698,0.0009405959,0.00001980703,0.001149425,0.08771081,0.0002368392,0.00242014,0.2450416,0.4810084,0.1794449],"study_design_scores_gemma":[0.000002308765,0.00001298452,0.0007092761,0.000114082,0.000002408726,0.0002254165,0.005556156,0.00001642039,0.0001289234,0.00159708,0.9916319,0.000002981122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01558904,0.03930295,0.000826708,0.008510026,0.004953574,0.00002724776,0.0001849199,0.0001372787,0.9304682],"genre_scores_gemma":[0.09770737,0.01258971,0.0009358239,0.001330306,0.0006750899,0.00002974114,0.0001092465,0.0002489205,0.8863737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02162205,"threshold_uncertainty_score":0.07233298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0688399631761961,"score_gpt":0.4377791294250737,"score_spread":0.3689391662488776,"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."}}