{"id":"W7066878638","doi":"","title":"Kerronnan keinot alakoululaisten teksteissä","year":2013,"lang":"fi","type":"other","venue":"Trepo - Institutional Repository of Tampere University","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Life style; Quarter (Canadian coin)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001375383,0.0006371842,0.0009604756,0.001249303,0.001728032,0.0004039914,0.003220569,0.0005078252,0.006472172],"category_scores_gemma":[0.000742891,0.0006066876,0.0006913092,0.001171656,0.002451254,0.0007634585,0.001770558,0.0004731082,0.003011292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006578476,"about_ca_system_score_gemma":0.001185931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350111,"about_ca_topic_score_gemma":0.0001238763,"domain_scores_codex":[0.9927852,0.0004592736,0.001194097,0.002130014,0.00283332,0.0005980812],"domain_scores_gemma":[0.9938634,0.0004702613,0.001628738,0.002706412,0.0008672946,0.0004638948],"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":[0.0004058167,0.002154729,0.01409068,0.000519663,0.001473889,0.003108131,0.001680224,0.004894909,0.001818621,0.100393,0.8134305,0.05602977],"study_design_scores_gemma":[0.000757849,0.0001129632,0.009897107,0.0004901419,0.0002192799,0.0001420747,0.001351812,0.002445043,0.0001688148,0.0001188606,0.9836693,0.0006267552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05001891,0.0004548722,0.00302431,0.0003520082,0.006850698,0.0006753495,0.000330482,0.0001528176,0.9381406],"genre_scores_gemma":[0.2099,0.00003493562,0.001774664,0.00004231895,0.000342324,0.000001050279,0.0001170862,0.00003773116,0.7877499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1702387,"threshold_uncertainty_score":0.9996384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04552299602362184,"score_gpt":0.2636161949408164,"score_spread":0.2180931989171946,"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."}}