{"id":"W7020252946","doi":"","title":"Keskustelunanalyyttinen pitkittäistutkimus suomen kielen ymmärtämisessä tapahtuvista muutoksista alakoulun perusopetukseen valmistavan luokan oppitunneilla","year":2016,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006274281,0.0004996346,0.0003924267,0.0006400992,0.004163683,0.003872655,0.0005960174,0.001132122,0.06896545],"category_scores_gemma":[0.001115817,0.0003088877,0.0003874209,0.0007035341,0.001329552,0.002268454,0.003503752,0.001800177,0.01721143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865579,"about_ca_system_score_gemma":0.003950167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00753372,"about_ca_topic_score_gemma":0.02525773,"domain_scores_codex":[0.9994617,0.00007914954,0.00002521661,0.0001201581,0.0001595395,0.0001542285],"domain_scores_gemma":[0.9993292,0.0001101962,0.00007786532,0.00004510837,0.0002305441,0.000207115],"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":[0.001266529,0.0007147194,0.05111833,0.002647003,0.0001143349,0.007054411,0.08143306,0.0004453188,0.06305483,0.0764178,0.09563708,0.6200966],"study_design_scores_gemma":[0.00002193194,0.0002189394,0.02695099,0.0003786634,0.00004421143,0.001311723,0.0224472,0.0001589514,0.006960401,0.002836282,0.9386145,0.0000561704],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3477743,0.01290515,0.007541998,0.0146728,0.002336022,0.0002603081,0.001283915,0.0006238509,0.6126017],"genre_scores_gemma":[0.3803878,0.006166716,0.005797465,0.001628487,0.0003220101,0.0001609567,0.0008248205,0.0003014576,0.6044104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06896545,"threshold_uncertainty_score":0.2307124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262855555653782,"score_gpt":0.2672567153821857,"score_spread":0.2546281598256478,"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."}}