{"id":"W7004845532","doi":"","title":"Opettajuus kansalaisopistossa - autoetnogafinen tutkimus opettajuuden rakenteista Rovaniemen kansalaisopistoissa","year":2020,"lang":"fi","type":"other","venue":"Lauda (University of Lapland)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil servants; Order (exchange); Research methodology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005706136,0.0008814873,0.002511428,0.0007515901,0.0006181231,0.0001745208,0.002194069,0.0006868203,0.1314332],"category_scores_gemma":[0.0000813365,0.001262274,0.0008157911,0.0006315163,0.0009153587,0.0004872555,0.001064068,0.000643182,0.04375619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983387,"about_ca_system_score_gemma":0.0001699999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004675633,"about_ca_topic_score_gemma":0.001664453,"domain_scores_codex":[0.9957383,0.00007514517,0.001003789,0.001979511,0.000223041,0.0009801949],"domain_scores_gemma":[0.996316,0.0001153392,0.001794299,0.001190406,0.00008914911,0.0004948276],"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":[0.0002386147,0.0002739336,0.008413949,0.0005739872,0.001750362,0.0002449632,0.00428614,0.00007149888,0.00001117975,0.03126635,0.9518721,0.0009969879],"study_design_scores_gemma":[0.003072596,0.000219479,0.002596319,0.0002622342,0.0002330761,0.00001081478,0.002748047,0.0006376834,0.000004828477,0.0003657324,0.9886221,0.001227063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001490108,0.004763971,0.001150869,0.002123055,0.004676363,0.0008322021,0.0108898,0.0001694518,0.9739042],"genre_scores_gemma":[0.01446438,0.00257686,0.001558458,0.0003098556,0.0004004044,0.000001915411,0.0004749593,0.0002125754,0.9800006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08767698,"threshold_uncertainty_score":0.9989827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368126982325968,"score_gpt":0.1793853793270829,"score_spread":0.1557041095038232,"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."}}