{"id":"W6992254407","doi":"","title":"Langallisesta yhteydestä langattomaan","year":2009,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Work (physics); 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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002541736,0.004534388,0.004176517,0.002536431,0.0007431025,0.001104144,0.005666113,0.003547931,0.05025165],"category_scores_gemma":[0.0007651109,0.004506936,0.001807541,0.002838414,0.001401008,0.0007806247,0.00107078,0.003940255,0.4436883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719343,"about_ca_system_score_gemma":0.001072628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171191,"about_ca_topic_score_gemma":0.002170812,"domain_scores_codex":[0.9831188,0.002212939,0.002517752,0.003848299,0.003349316,0.004952881],"domain_scores_gemma":[0.987599,0.0008465454,0.002689562,0.006260939,0.0005416627,0.00206228],"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":[0.001123048,0.002441867,0.0006318649,0.001067226,0.002451692,0.003030483,0.002027149,0.00009326769,0.004958909,0.01263354,0.05193562,0.9176053],"study_design_scores_gemma":[0.002974712,0.0006691634,0.004668461,0.002924232,0.001369379,0.0004892992,0.0004639377,0.0002002788,0.0007564625,0.002287577,0.978316,0.004880462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003605349,0.008663807,0.00009837293,0.001427578,0.002003578,0.003341171,0.002856123,0.004667816,0.9733362],"genre_scores_gemma":[0.01261988,0.001265173,0.002541239,0.001365722,0.005149654,0.0002322619,0.001700776,0.007153697,0.9679716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9263804,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290389107123614,"score_gpt":0.2689048597501964,"score_spread":0.2460009686789603,"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."}}