{"id":"W6923435155","doi":"10.14288/1.0447929","title":"Kaska Cards Language Flashcards : Introductions Deck 2","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deck; Residence; English language; First language; Interrogation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006409526,0.001097562,0.0004714062,0.0009129299,0.0008277525,0.001964353,0.0007828112,0.0009797618,0.409723],"category_scores_gemma":[0.002506864,0.0005029651,0.0002939319,0.0005270816,0.000324911,0.002393709,0.001678616,0.0009775073,0.1792554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487864,"about_ca_system_score_gemma":0.0005483485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009593195,"about_ca_topic_score_gemma":0.00279293,"domain_scores_codex":[0.999657,0.00006480439,0.0000303365,0.00004959872,0.0001153083,0.00008279531],"domain_scores_gemma":[0.9984677,0.0005612423,0.00006682803,0.000145296,0.0004986299,0.0002602871],"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":[0.0004871949,0.0001075787,0.00043969,0.0003155774,0.000004073796,0.000300878,0.0006786433,0.00007162575,0.003724717,0.001680738,0.90773,0.08445923],"study_design_scores_gemma":[0.00007462029,0.0001091667,0.002909871,0.00013361,0.000005424376,0.0002477719,0.0005603785,0.0002682883,0.001824918,0.000750942,0.9930779,0.00003707797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04108986,0.001183072,0.03728001,0.002989717,0.008332841,0.004211239,0.06956965,0.05715035,0.7781932],"genre_scores_gemma":[0.06677761,0.0008596978,0.0430417,0.002476701,0.001514601,0.00339138,0.02665121,0.01138102,0.8439061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9990407,"threshold_uncertainty_score":0.8419585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350285128607318,"score_gpt":0.4782789257924446,"score_spread":0.4432504129317127,"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."}}