{"id":"W7028574240","doi":"","title":"Fjölþættur vandi barna: Baráttan um úrræði","year":2016,"lang":"is","type":"dissertation","venue":"Skemman","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scanning electron microscope","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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007314087,0.001104248,0.001062401,0.0009510868,0.001078334,0.0004433495,0.005890724,0.001247447,0.0002796531],"category_scores_gemma":[0.0004591222,0.001007023,0.0005293054,0.000823285,0.0004014502,0.0006342063,0.0008347551,0.001165507,0.004900794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006451861,"about_ca_system_score_gemma":0.0006972082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217978,"about_ca_topic_score_gemma":0.000132105,"domain_scores_codex":[0.9940818,0.0002449389,0.001065751,0.002026551,0.001192008,0.001388954],"domain_scores_gemma":[0.9949145,0.0003066647,0.0009516035,0.003105486,0.0004364642,0.0002852802],"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":[0.00009913954,0.0003338983,0.002236247,0.0006657087,0.0004172299,0.0005837589,0.009426458,0.00002177797,0.006058625,0.09488779,0.09621436,0.789055],"study_design_scores_gemma":[0.001704993,0.0009699116,0.01393325,0.002666351,0.0001954375,0.0001049452,0.0004944318,0.002457928,0.01772826,0.03498764,0.9208602,0.003896664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4387627,0.01379713,0.1786064,0.009980521,0.06382845,0.003431127,0.0001319428,0.01462363,0.2768381],"genre_scores_gemma":[0.8814604,0.000320516,0.03284578,0.0004868705,0.001635068,0.0001045347,0.0001408248,0.0002742499,0.08273173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8246458,"threshold_uncertainty_score":0.9994879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135373343350761,"score_gpt":0.2524237238002131,"score_spread":0.238886389465137,"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."}}