{"id":"W7038800888","doi":"","title":"Kuvien käyttö opettamisen apuna maahanmuuttajaopiskelijoiden opetuksessa","year":2010,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Order (exchange); Selection (genetic algorithm)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007316432,0.000914351,0.0008424143,0.0009277588,0.001497728,0.003078668,0.0006246828,0.001070119,0.04038796],"category_scores_gemma":[0.001049297,0.0004551614,0.0008748164,0.0006739172,0.0009272291,0.00215788,0.001934547,0.002043338,0.01306812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008787782,"about_ca_system_score_gemma":0.002124014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198641,"about_ca_topic_score_gemma":0.008656678,"domain_scores_codex":[0.9992011,0.00009264172,0.00006133063,0.0001829669,0.0003098187,0.000152135],"domain_scores_gemma":[0.9992487,0.0001406459,0.000114304,0.00006341236,0.0003097073,0.0001231125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002789561,0.0008508084,0.01716485,0.004613561,0.0002473322,0.003368317,0.003823588,0.0006613495,0.4051807,0.01322309,0.02052627,0.5275508],"study_design_scores_gemma":[0.00007718298,0.001303422,0.03299671,0.0008372418,0.0003056949,0.003855858,0.00552752,0.000706272,0.1518657,0.004930251,0.7974476,0.0001464828],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4723346,0.07062643,0.03310926,0.009607817,0.004379475,0.0006502616,0.003464678,0.002190039,0.4036374],"genre_scores_gemma":[0.5797657,0.03161645,0.02946544,0.002424546,0.0005773228,0.0003681594,0.002979873,0.0009018999,0.3519007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04038796,"threshold_uncertainty_score":0.1351112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133992183835562,"score_gpt":0.2745543587262317,"score_spread":0.253214436887876,"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."}}