{"id":"W7025181331","doi":"","title":"Tietoyhteiskuntastrategioiden vaikutus verkkosisältötuotantoon Suomen yleisissä kirjastoissa.","year":2013,"lang":"fi","type":"other","venue":"Trepo - Institutional Repository of Tampere University","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Central bank; Population","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000285035,0.000925091,0.001196688,0.00060473,0.001209325,0.0001293694,0.001352722,0.00130417,0.01258753],"category_scores_gemma":[0.00007233149,0.001011641,0.0006905064,0.0004798423,0.002470351,0.0005144674,0.000329762,0.0008613375,0.001966366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301342,"about_ca_system_score_gemma":0.00211236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02272945,"about_ca_topic_score_gemma":0.0003057639,"domain_scores_codex":[0.9953867,0.000508779,0.001013872,0.001388183,0.0008653354,0.0008371259],"domain_scores_gemma":[0.9959831,0.000313935,0.001490695,0.001204725,0.0005711396,0.0004364181],"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":[0.001814895,0.004493028,0.06590522,0.001794673,0.006356857,0.00315899,0.003398257,0.001205512,0.004513345,0.5234521,0.3811996,0.002707548],"study_design_scores_gemma":[0.001455899,0.0005229018,0.07323935,0.0007014243,0.0005939389,0.0007336139,0.008126702,0.00003883007,0.0002598768,0.0002510597,0.9129121,0.001164313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2663441,0.001751262,0.00004815591,0.0003677136,0.003892719,0.0006085529,0.000305078,0.0001357598,0.7265466],"genre_scores_gemma":[0.3900627,0.0004007432,0.0005268829,0.00004647393,0.0007995088,0.000007927624,0.0002594581,0.00009021962,0.6078061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5317125,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272582664936603,"score_gpt":0.2485972765146117,"score_spread":0.2258714498652457,"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."}}