{"id":"W7066362188","doi":"","title":"Hyödyllisiä ja mielekkäitä oppeja kotiin vietäväksi. H. G. Porthanin väitösteesit ja akateeminen kasvatus","year":2012,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Power (physics); Quarter (Canadian coin); Population","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":[0.0006185606,0.00099717,0.001471623,0.0008406136,0.0004904181,0.0001142074,0.001823002,0.0007256607,0.761322],"category_scores_gemma":[0.00001498842,0.001254501,0.0007814884,0.0008468585,0.0005198308,0.0001769289,0.001325885,0.001116372,0.006295598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057498,"about_ca_system_score_gemma":0.000618951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492239,"about_ca_topic_score_gemma":0.001226203,"domain_scores_codex":[0.9949421,0.0003325601,0.0006378499,0.001204061,0.001338751,0.001544639],"domain_scores_gemma":[0.996067,0.0001711345,0.001044849,0.001518101,0.0004058116,0.0007930622],"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":[0.0005788812,0.00220388,0.01355815,0.0008901447,0.001738534,0.0001982551,0.0028575,0.000006537541,0.006673557,0.0170598,0.2736214,0.6806133],"study_design_scores_gemma":[0.002728555,0.0003290163,0.007237826,0.0004218452,0.0005175189,0.000004697712,0.004225207,0.0001176253,0.000294029,0.00009587878,0.9829252,0.001102606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02547223,0.001339629,0.0006901546,0.002019096,0.001317166,0.001710644,0.0008877449,0.00009170423,0.9664716],"genre_scores_gemma":[0.05616598,0.0003296187,0.001613593,0.00004666388,0.001204365,0.000003182026,0.001130581,0.0002095493,0.9392965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7550264,"threshold_uncertainty_score":0.9989905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143501935604148,"score_gpt":0.2072559600814067,"score_spread":0.1958209407253652,"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."}}