{"id":"W2507492476","doi":"","title":"Liiku, opi, osallistu","year":2007,"lang":"fi","type":"article","venue":"University of Groningen research database (University of Groningen / Centre for Information Technology)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227784,0.0004676997,0.0007380258,0.002833252,0.001811071,0.004982589,0.0006607305,0.0009644603,0.1487361],"category_scores_gemma":[0.007170948,0.0004324993,0.0005104788,0.00367463,0.0004047405,0.003838626,0.002136335,0.001150427,0.0773323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009908156,"about_ca_system_score_gemma":0.003334772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003807126,"about_ca_topic_score_gemma":0.006204831,"domain_scores_codex":[0.9994099,0.0001032306,0.00006294643,0.0001296702,0.0001882543,0.0001060372],"domain_scores_gemma":[0.9983426,0.0004356553,0.0001494944,0.0001972165,0.000620693,0.0002543708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007387411,0.0002205456,0.007859142,0.001896141,0.00005669097,0.0005458313,0.001109413,0.0001799233,0.001939839,0.01543505,0.4128804,0.5571384],"study_design_scores_gemma":[0.00007025041,0.00006875289,0.005904312,0.0003015685,0.0001256287,0.0005576653,0.0008198725,0.0002969617,0.001430399,0.002971654,0.9874167,0.00003619535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06668462,0.04449425,0.01450206,0.04521932,0.009836262,0.0007484542,0.03247316,0.004740284,0.7813017],"genre_scores_gemma":[0.1672335,0.04180789,0.02617775,0.005953929,0.002035024,0.001347245,0.01813682,0.001979895,0.735328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1487361,"threshold_uncertainty_score":0.4975718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093369861194061,"score_gpt":0.3300051099102878,"score_spread":0.2790714112983472,"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."}}