{"id":"W7071441310","doi":"","title":"Sakkakirjasto: alkuaineanalyysit ja liuotuskokeet","year":2010,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Data collection; Work (physics)","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":[0.0006966027,0.0007557757,0.0004647769,0.0007822057,0.002833912,0.005242011,0.0007286702,0.001464158,0.1099268],"category_scores_gemma":[0.0009723438,0.0003788667,0.0004680589,0.0008303496,0.0009274195,0.003187575,0.00328203,0.002244913,0.05202019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064883,"about_ca_system_score_gemma":0.00299821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320761,"about_ca_topic_score_gemma":0.008438215,"domain_scores_codex":[0.9993218,0.00005753669,0.00004505305,0.0001787482,0.0002721471,0.0001247853],"domain_scores_gemma":[0.9993083,0.00007791427,0.00007303819,0.00004852686,0.000309118,0.000183033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00195738,0.0005246249,0.01157649,0.003446154,0.00009889864,0.004961529,0.01476637,0.0005893908,0.1802564,0.07614174,0.2145957,0.4910854],"study_design_scores_gemma":[0.00001255861,0.00008235779,0.002263741,0.000155331,0.00001969125,0.000528744,0.00215011,0.0001180626,0.01487134,0.001802835,0.9779635,0.00003175824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1071935,0.01447847,0.01082907,0.01635577,0.009495405,0.0002857264,0.001959617,0.001985771,0.8374166],"genre_scores_gemma":[0.1057559,0.005351615,0.006265718,0.00144177,0.0004012224,0.0001165579,0.0009788766,0.0005849059,0.8791032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1099268,"threshold_uncertainty_score":0.3677416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840860186632381,"score_gpt":0.2640590693245364,"score_spread":0.2456504674582126,"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."}}